Audit Log

Immutable change log. Every probability update, intake apply, validation adjudication, and bulk operation writes a row here with structured before/after JSON. Use these records to reconstruct any historical state. ← Ops

Total entries
705
Filtered
26
page 1 / 1
Distinct actions
33
Distinct kinds
16

Filters

Page size
WhenActorActionTargetBefore → After
2026-06-06 22:10:12system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Ben Lamm",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    },
    {
      "name": "Nvidia",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000016,
      "kappa_new": 0.633284,
      "kappa_old": 0.6333,
      "days_since": 14.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000043,
      "kappa_new": 0.849857,
      "kappa_old": 0.8499,
      "days_since": 14.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000046,
      "kappa_new": 0.874954,
      "kappa_old": 0.875,
      "days_since": 14.97
    },
    {
      "name": "Micron",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000018,
      "kappa_new": 0.642882,
      "kappa_old": 0.6429,
      "days_since": 14.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000018,
      "kappa_new": 0.642882,
      "kappa_old": 0.6429,
      "days_since": 14.97
    },
    {
      "name": "Anthropic",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000042,
      "kappa_new": 0.843758,
      "kappa_old": 0.8438,
      "days_since": 14.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000027,
      "kappa_new": 0.722173,
      "kappa_old": 0.7222,
      "days_since": 14.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000027,
      "kappa_new": 0.722173,
      "kappa_old": 0.7222,
      "days_since": 14.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000018,
      "kappa_new": 0.642882,
      "kappa_old": 0.6429,
      "days_since": 14.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000034,
      "kappa_new": 0.772666,
      "kappa_old": 0.7727,
      "days_since": 14.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000038,
      "kappa_new": 0.807662,
      "kappa_old": 0.8077,
      "days_since": 14.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000018,
      "kappa_new": 0.642882,
      "kappa_old": 0.6429,
      "days_since": 14.97
    },
    {
      "name": "David Holz",
      "delta": -0.000018,
      "kappa_new": 0.642882,
      "kappa_old": 0.6429,
      "days_since": 14.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.00004,
      "kappa_new": 0.82136,
      "kappa_old": 0.8214,
      "days_since": 14.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-06-05 22:16:04system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Ben Lamm",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    },
    {
      "name": "Nvidia",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000015,
      "kappa_new": 0.633285,
      "kappa_old": 0.6333,
      "days_since": 13.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000043,
      "kappa_new": 0.874957,
      "kappa_old": 0.875,
      "days_since": 13.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.00004,
      "kappa_new": 0.84986,
      "kappa_old": 0.8499,
      "days_since": 13.97
    },
    {
      "name": "Micron",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000016,
      "kappa_new": 0.642884,
      "kappa_old": 0.6429,
      "days_since": 13.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000016,
      "kappa_new": 0.642884,
      "kappa_old": 0.6429,
      "days_since": 13.97
    },
    {
      "name": "Anthropic",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000039,
      "kappa_new": 0.843761,
      "kappa_old": 0.8438,
      "days_since": 13.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000026,
      "kappa_new": 0.722174,
      "kappa_old": 0.7222,
      "days_since": 13.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000026,
      "kappa_new": 0.722174,
      "kappa_old": 0.7222,
      "days_since": 13.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000016,
      "kappa_new": 0.642884,
      "kappa_old": 0.6429,
      "days_since": 13.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000031,
      "kappa_new": 0.772669,
      "kappa_old": 0.7727,
      "days_since": 13.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000035,
      "kappa_new": 0.807665,
      "kappa_old": 0.8077,
      "days_since": 13.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000016,
      "kappa_new": 0.642884,
      "kappa_old": 0.6429,
      "days_since": 13.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    },
    {
      "name": "David Holz",
      "delta": -0.000016,
      "kappa_new": 0.642884,
      "kappa_old": 0.6429,
      "days_since": 13.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000037,
      "kappa_new": 0.821363,
      "kappa_old": 0.8214,
      "days_since": 13.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-06-04 22:12:07system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Ben Lamm",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000014,
      "kappa_new": 0.633286,
      "kappa_old": 0.6333,
      "days_since": 12.97
    },
    {
      "name": "Micron",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.00004,
      "kappa_new": 0.87496,
      "kappa_old": 0.875,
      "days_since": 12.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000037,
      "kappa_new": 0.849863,
      "kappa_old": 0.8499,
      "days_since": 12.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000015,
      "kappa_new": 0.642885,
      "kappa_old": 0.6429,
      "days_since": 12.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000037,
      "kappa_new": 0.843763,
      "kappa_old": 0.8438,
      "days_since": 12.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000015,
      "kappa_new": 0.642885,
      "kappa_old": 0.6429,
      "days_since": 12.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000024,
      "kappa_new": 0.722176,
      "kappa_old": 0.7222,
      "days_since": 12.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000024,
      "kappa_new": 0.722176,
      "kappa_old": 0.7222,
      "days_since": 12.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000015,
      "kappa_new": 0.642885,
      "kappa_old": 0.6429,
      "days_since": 12.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "SpaceX",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000029,
      "kappa_new": 0.772671,
      "kappa_old": 0.7727,
      "days_since": 12.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000015,
      "kappa_new": 0.642885,
      "kappa_old": 0.6429,
      "days_since": 12.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000033,
      "kappa_new": 0.807667,
      "kappa_old": 0.8077,
      "days_since": 12.97
    },
    {
      "name": "David Holz",
      "delta": -0.000015,
      "kappa_new": 0.642885,
      "kappa_old": 0.6429,
      "days_since": 12.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000034,
      "kappa_new": 0.821366,
      "kappa_old": 0.8214,
      "days_since": 12.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-06-03 22:11:46system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Ben Lamm",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000013,
      "kappa_new": 0.633287,
      "kappa_old": 0.6333,
      "days_since": 11.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000034,
      "kappa_new": 0.849866,
      "kappa_old": 0.8499,
      "days_since": 11.97
    },
    {
      "name": "Micron",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000037,
      "kappa_new": 0.874963,
      "kappa_old": 0.875,
      "days_since": 11.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000014,
      "kappa_new": 0.642886,
      "kappa_old": 0.6429,
      "days_since": 11.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000034,
      "kappa_new": 0.843766,
      "kappa_old": 0.8438,
      "days_since": 11.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000014,
      "kappa_new": 0.642886,
      "kappa_old": 0.6429,
      "days_since": 11.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000022,
      "kappa_new": 0.722178,
      "kappa_old": 0.7222,
      "days_since": 11.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000022,
      "kappa_new": 0.722178,
      "kappa_old": 0.7222,
      "days_since": 11.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000014,
      "kappa_new": 0.642886,
      "kappa_old": 0.6429,
      "days_since": 11.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000027,
      "kappa_new": 0.772673,
      "kappa_old": 0.7727,
      "days_since": 11.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.00003,
      "kappa_new": 0.80767,
      "kappa_old": 0.8077,
      "days_since": 11.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000014,
      "kappa_new": 0.642886,
      "kappa_old": 0.6429,
      "days_since": 11.97
    },
    {
      "name": "David Holz",
      "delta": -0.000014,
      "kappa_new": 0.642886,
      "kappa_old": 0.6429,
      "days_since": 11.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000032,
      "kappa_new": 0.821368,
      "kappa_old": 0.8214,
      "days_since": 11.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-06-02 22:14:43system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Ben Lamm",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000012,
      "kappa_new": 0.633288,
      "kappa_old": 0.6333,
      "days_since": 10.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000032,
      "kappa_new": 0.849868,
      "kappa_old": 0.8499,
      "days_since": 10.97
    },
    {
      "name": "Micron",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000034,
      "kappa_new": 0.874966,
      "kappa_old": 0.875,
      "days_since": 10.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000013,
      "kappa_new": 0.642887,
      "kappa_old": 0.6429,
      "days_since": 10.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000031,
      "kappa_new": 0.843769,
      "kappa_old": 0.8438,
      "days_since": 10.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000013,
      "kappa_new": 0.642887,
      "kappa_old": 0.6429,
      "days_since": 10.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.00002,
      "kappa_new": 0.72218,
      "kappa_old": 0.7222,
      "days_since": 10.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.00002,
      "kappa_new": 0.72218,
      "kappa_old": 0.7222,
      "days_since": 10.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000013,
      "kappa_new": 0.642887,
      "kappa_old": 0.6429,
      "days_since": 10.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000025,
      "kappa_new": 0.772675,
      "kappa_old": 0.7727,
      "days_since": 10.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000028,
      "kappa_new": 0.807672,
      "kappa_old": 0.8077,
      "days_since": 10.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000013,
      "kappa_new": 0.642887,
      "kappa_old": 0.6429,
      "days_since": 10.97
    },
    {
      "name": "David Holz",
      "delta": -0.000013,
      "kappa_new": 0.642887,
      "kappa_old": 0.6429,
      "days_since": 10.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000029,
      "kappa_new": 0.821371,
      "kappa_old": 0.8214,
      "days_since": 10.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-06-01 22:11:02system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Ben Lamm",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000011,
      "kappa_new": 0.633289,
      "kappa_old": 0.6333,
      "days_since": 9.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000028,
      "kappa_new": 0.843772,
      "kappa_old": 0.8438,
      "days_since": 9.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000029,
      "kappa_new": 0.849871,
      "kappa_old": 0.8499,
      "days_since": 9.97
    },
    {
      "name": "Micron",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000031,
      "kappa_new": 0.874969,
      "kappa_old": 0.875,
      "days_since": 9.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000012,
      "kappa_new": 0.642888,
      "kappa_old": 0.6429,
      "days_since": 9.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000018,
      "kappa_new": 0.722182,
      "kappa_old": 0.7222,
      "days_since": 9.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000018,
      "kappa_new": 0.722182,
      "kappa_old": 0.7222,
      "days_since": 9.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000012,
      "kappa_new": 0.642888,
      "kappa_old": 0.6429,
      "days_since": 9.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000022,
      "kappa_new": 0.772678,
      "kappa_old": 0.7727,
      "days_since": 9.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000025,
      "kappa_new": 0.807675,
      "kappa_old": 0.8077,
      "days_since": 9.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000012,
      "kappa_new": 0.642888,
      "kappa_old": 0.6429,
      "days_since": 9.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    },
    {
      "name": "David Holz",
      "delta": -0.000012,
      "kappa_new": 0.642888,
      "kappa_old": 0.6429,
      "days_since": 9.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000026,
      "kappa_new": 0.821374,
      "kappa_old": 0.8214,
      "days_since": 9.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000012,
      "kappa_new": 0.642888,
      "kappa_old": 0.6429,
      "days_since": 9.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-31 22:09:42system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Ben Lamm",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.00001,
      "kappa_new": 0.63329,
      "kappa_old": 0.6333,
      "days_since": 8.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000028,
      "kappa_new": 0.874972,
      "kappa_old": 0.875,
      "days_since": 8.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000025,
      "kappa_new": 0.843775,
      "kappa_old": 0.8438,
      "days_since": 8.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000026,
      "kappa_new": 0.849874,
      "kappa_old": 0.8499,
      "days_since": 8.97
    },
    {
      "name": "Micron",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000016,
      "kappa_new": 0.722184,
      "kappa_old": 0.7222,
      "days_since": 8.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000016,
      "kappa_new": 0.722184,
      "kappa_old": 0.7222,
      "days_since": 8.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000011,
      "kappa_new": 0.642889,
      "kappa_old": 0.6429,
      "days_since": 8.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000011,
      "kappa_new": 0.642889,
      "kappa_old": 0.6429,
      "days_since": 8.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.00002,
      "kappa_new": 0.77268,
      "kappa_old": 0.7727,
      "days_since": 8.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000011,
      "kappa_new": 0.642889,
      "kappa_old": 0.6429,
      "days_since": 8.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000023,
      "kappa_new": 0.807677,
      "kappa_old": 0.8077,
      "days_since": 8.97
    },
    {
      "name": "David Holz",
      "delta": -0.000011,
      "kappa_new": 0.642889,
      "kappa_old": 0.6429,
      "days_since": 8.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000024,
      "kappa_new": 0.821376,
      "kappa_old": 0.8214,
      "days_since": 8.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000011,
      "kappa_new": 0.642889,
      "kappa_old": 0.6429,
      "days_since": 8.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-30 22:15:03system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Ben Lamm",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000023,
      "kappa_new": 0.843777,
      "kappa_old": 0.8438,
      "days_since": 7.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000023,
      "kappa_new": 0.849877,
      "kappa_old": 0.8499,
      "days_since": 7.97
    },
    {
      "name": "Micron",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000015,
      "kappa_new": 0.722185,
      "kappa_old": 0.7222,
      "days_since": 7.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000015,
      "kappa_new": 0.722185,
      "kappa_old": 0.7222,
      "days_since": 7.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000009,
      "kappa_new": 0.642891,
      "kappa_old": 0.6429,
      "days_since": 7.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000009,
      "kappa_new": 0.642891,
      "kappa_old": 0.6429,
      "days_since": 7.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000018,
      "kappa_new": 0.772682,
      "kappa_old": 0.7727,
      "days_since": 7.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000009,
      "kappa_new": 0.642891,
      "kappa_old": 0.6429,
      "days_since": 7.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.00002,
      "kappa_new": 0.80768,
      "kappa_old": 0.8077,
      "days_since": 7.97
    },
    {
      "name": "David Holz",
      "delta": -0.000009,
      "kappa_new": 0.642891,
      "kappa_old": 0.6429,
      "days_since": 7.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000021,
      "kappa_new": 0.821379,
      "kappa_old": 0.8214,
      "days_since": 7.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000009,
      "kappa_new": 0.633291,
      "kappa_old": 0.6333,
      "days_since": 7.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000025,
      "kappa_new": 0.874975,
      "kappa_old": 0.875,
      "days_since": 7.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000009,
      "kappa_new": 0.642891,
      "kappa_old": 0.6429,
      "days_since": 7.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-22 23:00:01compute_brier_scorespredictors.brier_recomputepredictors:continual_20260522
view
{
  "max_delta": 0.05,
  "smoothing": true
}
{
  "kappa_shifts": [
    {
      "name": "Codex Research Pack",
      "new_kappa": 0.8499,
      "old_kappa": 0.8999,
      "raw_delta": -0.3999
    },
    {
      "name": "Dario Amodei",
      "new_kappa": 0.6875,
      "old_kappa": 0.6429,
      "raw_delta": 0.0446
    },
    {
      "name": "Elon Musk",
      "new_kappa": 0.6875,
      "old_kappa": 0.6429,
      "raw_delta": 0.0446
    },
    {
      "name": "Micron",
      "new_kappa": 0.5833,
      "old_kappa": 0.55,
      "raw_delta": 0.0333
    },
    {
      "name": "Morgan Stanley",
      "new_kappa": 0.6333,
      "old_kappa": 0.5833,
      "raw_delta": 0.0596
    }
  ],
  "n_resolved_total": 113,
  "n_predictors_updated": 104
}
2026-05-19 22:16:07system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Ben Lamm",
      "delta": -0.000025,
      "kappa_new": 0.687475,
      "kappa_old": 0.6875,
      "days_since": 15.97
    },
    {
      "name": "Micron",
      "delta": -0.000007,
      "kappa_new": 0.549993,
      "kappa_old": 0.55,
      "days_since": 15.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000053,
      "kappa_new": 0.899947,
      "kappa_old": 0.9,
      "days_since": 15.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.000025,
      "kappa_new": 0.687475,
      "kappa_old": 0.6875,
      "days_since": 15.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000011,
      "kappa_new": 0.583289,
      "kappa_old": 0.5833,
      "days_since": 15.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000019,
      "kappa_new": 0.642881,
      "kappa_old": 0.6429,
      "days_since": 15.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000011,
      "kappa_new": 0.583289,
      "kappa_old": 0.5833,
      "days_since": 15.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000011,
      "kappa_new": 0.583289,
      "kappa_old": 0.5833,
      "days_since": 15.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000019,
      "kappa_new": 0.642881,
      "kappa_old": 0.6429,
      "days_since": 15.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000029,
      "kappa_new": 0.722171,
      "kappa_old": 0.7222,
      "days_since": 15.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000011,
      "kappa_new": 0.583289,
      "kappa_old": 0.5833,
      "days_since": 15.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000019,
      "kappa_new": 0.642881,
      "kappa_old": 0.6429,
      "days_since": 15.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000019,
      "kappa_new": 0.642881,
      "kappa_old": 0.6429,
      "days_since": 15.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000011,
      "kappa_new": 0.583289,
      "kappa_old": 0.5833,
      "days_since": 15.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000029,
      "kappa_new": 0.722171,
      "kappa_old": 0.7222,
      "days_since": 15.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000011,
      "kappa_new": 0.583289,
      "kappa_old": 0.5833,
      "days_since": 15.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000025,
      "kappa_new": 0.687475,
      "kappa_old": 0.6875,
      "days_since": 15.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000025,
      "kappa_new": 0.687475,
      "kappa_old": 0.6875,
      "days_since": 15.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000045,
      "kappa_new": 0.843755,
      "kappa_old": 0.8438,
      "days_since": 15.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000019,
      "kappa_new": 0.642881,
      "kappa_old": 0.6429,
      "days_since": 15.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000025,
      "kappa_new": 0.687475,
      "kappa_old": 0.6875,
      "days_since": 15.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000036,
      "kappa_new": 0.772664,
      "kappa_old": 0.7727,
      "days_since": 15.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000011,
      "kappa_new": 0.583289,
      "kappa_old": 0.5833,
      "days_since": 15.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000011,
      "kappa_new": 0.583289,
      "kappa_old": 0.5833,
      "days_since": 15.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000025,
      "kappa_new": 0.687475,
      "kappa_old": 0.6875,
      "days_since": 15.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000019,
      "kappa_new": 0.642881,
      "kappa_old": 0.6429,
      "days_since": 15.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.00004,
      "kappa_new": 0.80766,
      "kappa_old": 0.8077,
      "days_since": 15.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000042,
      "kappa_new": 0.821358,
      "kappa_old": 0.8214,
      "days_since": 15.97
    },
    {
      "name": "David Holz",
      "delta": -0.000019,
      "kappa_new": 0.642881,
      "kappa_old": 0.6429,
      "days_since": 15.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000025,
      "kappa_new": 0.687475,
      "kappa_old": 0.6875,
      "days_since": 15.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000011,
      "kappa_new": 0.583289,
      "kappa_old": 0.5833,
      "days_since": 15.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000011,
      "kappa_new": 0.583289,
      "kappa_old": 0.5833,
      "days_since": 15.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000011,
      "kappa_new": 0.583289,
      "kappa_old": 0.5833,
      "days_since": 15.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000049,
      "kappa_new": 0.874951,
      "kappa_old": 0.875,
      "days_since": 15.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000011,
      "kappa_new": 0.583289,
      "kappa_old": 0.5833,
      "days_since": 15.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000011,
      "kappa_new": 0.583289,
      "kappa_old": 0.5833,
      "days_since": 15.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000011,
      "kappa_new": 0.583289,
      "kappa_old": 0.5833,
      "days_since": 15.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000025,
      "kappa_new": 0.687475,
      "kappa_old": 0.6875,
      "days_since": 15.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-18 22:13:11system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Codex Research Pack",
      "delta": -0.000049,
      "kappa_new": 0.899951,
      "kappa_old": 0.9,
      "days_since": 14.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    },
    {
      "name": "Micron",
      "delta": -0.000006,
      "kappa_new": 0.549994,
      "kappa_old": 0.55,
      "days_since": 14.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000018,
      "kappa_new": 0.642882,
      "kappa_old": 0.6429,
      "days_since": 14.97
    },
    {
      "name": "Anthropic",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000027,
      "kappa_new": 0.722173,
      "kappa_old": 0.7222,
      "days_since": 14.97
    },
    {
      "name": "Nvidia",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000018,
      "kappa_new": 0.642882,
      "kappa_old": 0.6429,
      "days_since": 14.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000018,
      "kappa_new": 0.642882,
      "kappa_old": 0.6429,
      "days_since": 14.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000018,
      "kappa_new": 0.642882,
      "kappa_old": 0.6429,
      "days_since": 14.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000027,
      "kappa_new": 0.722173,
      "kappa_old": 0.7222,
      "days_since": 14.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000042,
      "kappa_new": 0.843758,
      "kappa_old": 0.8438,
      "days_since": 14.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000018,
      "kappa_new": 0.642882,
      "kappa_old": 0.6429,
      "days_since": 14.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000034,
      "kappa_new": 0.772666,
      "kappa_old": 0.7727,
      "days_since": 14.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000018,
      "kappa_new": 0.642882,
      "kappa_old": 0.6429,
      "days_since": 14.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000038,
      "kappa_new": 0.807662,
      "kappa_old": 0.8077,
      "days_since": 14.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.00004,
      "kappa_new": 0.82136,
      "kappa_old": 0.8214,
      "days_since": 14.97
    },
    {
      "name": "David Holz",
      "delta": -0.000018,
      "kappa_new": 0.642882,
      "kappa_old": 0.6429,
      "days_since": 14.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    },
    {
      "name": "Ben Lamm",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000046,
      "kappa_new": 0.874954,
      "kappa_old": 0.875,
      "days_since": 14.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 14.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000023,
      "kappa_new": 0.687477,
      "kappa_old": 0.6875,
      "days_since": 14.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-17 22:12:27system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Dave Blundin",
      "delta": -0.000037,
      "kappa_new": 0.821363,
      "kappa_old": 0.8214,
      "days_since": 13.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    },
    {
      "name": "Micron",
      "delta": -0.000006,
      "kappa_new": 0.549994,
      "kappa_old": 0.55,
      "days_since": 13.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000046,
      "kappa_new": 0.899954,
      "kappa_old": 0.9,
      "days_since": 13.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000016,
      "kappa_new": 0.642884,
      "kappa_old": 0.6429,
      "days_since": 13.97
    },
    {
      "name": "Anthropic",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000016,
      "kappa_new": 0.642884,
      "kappa_old": 0.6429,
      "days_since": 13.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000026,
      "kappa_new": 0.722174,
      "kappa_old": 0.7222,
      "days_since": 13.97
    },
    {
      "name": "Nvidia",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000016,
      "kappa_new": 0.642884,
      "kappa_old": 0.6429,
      "days_since": 13.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000016,
      "kappa_new": 0.642884,
      "kappa_old": 0.6429,
      "days_since": 13.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000026,
      "kappa_new": 0.722174,
      "kappa_old": 0.7222,
      "days_since": 13.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000039,
      "kappa_new": 0.843761,
      "kappa_old": 0.8438,
      "days_since": 13.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000016,
      "kappa_new": 0.642884,
      "kappa_old": 0.6429,
      "days_since": 13.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000031,
      "kappa_new": 0.772669,
      "kappa_old": 0.7727,
      "days_since": 13.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "David Holz",
      "delta": -0.000016,
      "kappa_new": 0.642884,
      "kappa_old": 0.6429,
      "days_since": 13.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000016,
      "kappa_new": 0.642884,
      "kappa_old": 0.6429,
      "days_since": 13.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000035,
      "kappa_new": 0.807665,
      "kappa_old": 0.8077,
      "days_since": 13.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    },
    {
      "name": "Ben Lamm",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000043,
      "kappa_new": 0.874957,
      "kappa_old": 0.875,
      "days_since": 13.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.00001,
      "kappa_new": 0.58329,
      "kappa_old": 0.5833,
      "days_since": 13.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000022,
      "kappa_new": 0.687478,
      "kappa_old": 0.6875,
      "days_since": 13.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-16 22:11:17system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Dave Blundin",
      "delta": -0.000034,
      "kappa_new": 0.821366,
      "kappa_old": 0.8214,
      "days_since": 12.97
    },
    {
      "name": "Micron",
      "delta": -0.000005,
      "kappa_new": 0.549995,
      "kappa_old": 0.55,
      "days_since": 12.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000043,
      "kappa_new": 0.899957,
      "kappa_old": 0.9,
      "days_since": 12.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000015,
      "kappa_new": 0.642885,
      "kappa_old": 0.6429,
      "days_since": 12.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000015,
      "kappa_new": 0.642885,
      "kappa_old": 0.6429,
      "days_since": 12.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000024,
      "kappa_new": 0.722176,
      "kappa_old": 0.7222,
      "days_since": 12.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000015,
      "kappa_new": 0.642885,
      "kappa_old": 0.6429,
      "days_since": 12.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000015,
      "kappa_new": 0.642885,
      "kappa_old": 0.6429,
      "days_since": 12.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000024,
      "kappa_new": 0.722176,
      "kappa_old": 0.7222,
      "days_since": 12.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000029,
      "kappa_new": 0.772671,
      "kappa_old": 0.7727,
      "days_since": 12.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000015,
      "kappa_new": 0.642885,
      "kappa_old": 0.6429,
      "days_since": 12.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000037,
      "kappa_new": 0.843763,
      "kappa_old": 0.8438,
      "days_since": 12.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000015,
      "kappa_new": 0.642885,
      "kappa_old": 0.6429,
      "days_since": 12.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000033,
      "kappa_new": 0.807667,
      "kappa_old": 0.8077,
      "days_since": 12.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    },
    {
      "name": "Ben Lamm",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    },
    {
      "name": "SpaceX",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "David Holz",
      "delta": -0.000015,
      "kappa_new": 0.642885,
      "kappa_old": 0.6429,
      "days_since": 12.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.00004,
      "kappa_new": 0.87496,
      "kappa_old": 0.875,
      "days_since": 12.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000009,
      "kappa_new": 0.583291,
      "kappa_old": 0.5833,
      "days_since": 12.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.00002,
      "kappa_new": 0.68748,
      "kappa_old": 0.6875,
      "days_since": 12.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-15 22:14:52system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Dave Blundin",
      "delta": -0.000032,
      "kappa_new": 0.821368,
      "kappa_old": 0.8214,
      "days_since": 11.97
    },
    {
      "name": "Micron",
      "delta": -0.000005,
      "kappa_new": 0.549995,
      "kappa_old": 0.55,
      "days_since": 11.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000039,
      "kappa_new": 0.899961,
      "kappa_old": 0.9,
      "days_since": 11.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000014,
      "kappa_new": 0.642886,
      "kappa_old": 0.6429,
      "days_since": 11.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000014,
      "kappa_new": 0.642886,
      "kappa_old": 0.6429,
      "days_since": 11.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000022,
      "kappa_new": 0.722178,
      "kappa_old": 0.7222,
      "days_since": 11.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000014,
      "kappa_new": 0.642886,
      "kappa_old": 0.6429,
      "days_since": 11.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000027,
      "kappa_new": 0.772673,
      "kappa_old": 0.7727,
      "days_since": 11.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000014,
      "kappa_new": 0.642886,
      "kappa_old": 0.6429,
      "days_since": 11.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000034,
      "kappa_new": 0.843766,
      "kappa_old": 0.8438,
      "days_since": 11.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000014,
      "kappa_new": 0.642886,
      "kappa_old": 0.6429,
      "days_since": 11.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000014,
      "kappa_new": 0.642886,
      "kappa_old": 0.6429,
      "days_since": 11.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.00003,
      "kappa_new": 0.80767,
      "kappa_old": 0.8077,
      "days_since": 11.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    },
    {
      "name": "Ben Lamm",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000022,
      "kappa_new": 0.722178,
      "kappa_old": 0.7222,
      "days_since": 11.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    },
    {
      "name": "David Holz",
      "delta": -0.000014,
      "kappa_new": 0.642886,
      "kappa_old": 0.6429,
      "days_since": 11.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000037,
      "kappa_new": 0.874963,
      "kappa_old": 0.875,
      "days_since": 11.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 11.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000018,
      "kappa_new": 0.687482,
      "kappa_old": 0.6875,
      "days_since": 11.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-14 22:14:33system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000013,
      "kappa_new": 0.642887,
      "kappa_old": 0.6429,
      "days_since": 10.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000025,
      "kappa_new": 0.772675,
      "kappa_old": 0.7727,
      "days_since": 10.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000029,
      "kappa_new": 0.821371,
      "kappa_old": 0.8214,
      "days_since": 10.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000013,
      "kappa_new": 0.642887,
      "kappa_old": 0.6429,
      "days_since": 10.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000036,
      "kappa_new": 0.899964,
      "kappa_old": 0.9,
      "days_since": 10.97
    },
    {
      "name": "Micron",
      "delta": -0.000005,
      "kappa_new": 0.549995,
      "kappa_old": 0.55,
      "days_since": 10.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000031,
      "kappa_new": 0.843769,
      "kappa_old": 0.8438,
      "days_since": 10.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000013,
      "kappa_new": 0.642887,
      "kappa_old": 0.6429,
      "days_since": 10.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000013,
      "kappa_new": 0.642887,
      "kappa_old": 0.6429,
      "days_since": 10.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000028,
      "kappa_new": 0.807672,
      "kappa_old": 0.8077,
      "days_since": 10.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000013,
      "kappa_new": 0.642887,
      "kappa_old": 0.6429,
      "days_since": 10.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.00002,
      "kappa_new": 0.72218,
      "kappa_old": 0.7222,
      "days_since": 10.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.00002,
      "kappa_new": 0.72218,
      "kappa_old": 0.7222,
      "days_since": 10.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000013,
      "kappa_new": 0.642887,
      "kappa_old": 0.6429,
      "days_since": 10.97
    },
    {
      "name": "Ben Lamm",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    },
    {
      "name": "David Holz",
      "delta": -0.000013,
      "kappa_new": 0.642887,
      "kappa_old": 0.6429,
      "days_since": 10.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000034,
      "kappa_new": 0.874966,
      "kappa_old": 0.875,
      "days_since": 10.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000008,
      "kappa_new": 0.583292,
      "kappa_old": 0.5833,
      "days_since": 10.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000017,
      "kappa_new": 0.687483,
      "kappa_old": 0.6875,
      "days_since": 10.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-13 22:12:37system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Codex Research Pack",
      "delta": -0.000033,
      "kappa_new": 0.899967,
      "kappa_old": 0.9,
      "days_since": 9.97
    },
    {
      "name": "Micron",
      "delta": -0.000004,
      "kappa_new": 0.549996,
      "kappa_old": 0.55,
      "days_since": 9.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000012,
      "kappa_new": 0.642888,
      "kappa_old": 0.6429,
      "days_since": 9.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000012,
      "kappa_new": 0.642888,
      "kappa_old": 0.6429,
      "days_since": 9.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000018,
      "kappa_new": 0.722182,
      "kappa_old": 0.7222,
      "days_since": 9.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000018,
      "kappa_new": 0.722182,
      "kappa_old": 0.7222,
      "days_since": 9.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000012,
      "kappa_new": 0.642888,
      "kappa_old": 0.6429,
      "days_since": 9.97
    },
    {
      "name": "Ben Lamm",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    },
    {
      "name": "David Holz",
      "delta": -0.000012,
      "kappa_new": 0.642888,
      "kappa_old": 0.6429,
      "days_since": 9.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000031,
      "kappa_new": 0.874969,
      "kappa_old": 0.875,
      "days_since": 9.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000012,
      "kappa_new": 0.642888,
      "kappa_old": 0.6429,
      "days_since": 9.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000022,
      "kappa_new": 0.772678,
      "kappa_old": 0.7727,
      "days_since": 9.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000026,
      "kappa_new": 0.821374,
      "kappa_old": 0.8214,
      "days_since": 9.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000012,
      "kappa_new": 0.642888,
      "kappa_old": 0.6429,
      "days_since": 9.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000028,
      "kappa_new": 0.843772,
      "kappa_old": 0.8438,
      "days_since": 9.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000012,
      "kappa_new": 0.642888,
      "kappa_old": 0.6429,
      "days_since": 9.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000007,
      "kappa_new": 0.583293,
      "kappa_old": 0.5833,
      "days_since": 9.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000025,
      "kappa_new": 0.807675,
      "kappa_old": 0.8077,
      "days_since": 9.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000015,
      "kappa_new": 0.687485,
      "kappa_old": 0.6875,
      "days_since": 9.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-12 22:09:46system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Codex Research Pack",
      "delta": -0.000029,
      "kappa_new": 0.899971,
      "kappa_old": 0.9,
      "days_since": 8.97
    },
    {
      "name": "Micron",
      "delta": -0.000004,
      "kappa_new": 0.549996,
      "kappa_old": 0.55,
      "days_since": 8.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000011,
      "kappa_new": 0.642889,
      "kappa_old": 0.6429,
      "days_since": 8.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000016,
      "kappa_new": 0.722184,
      "kappa_old": 0.7222,
      "days_since": 8.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000011,
      "kappa_new": 0.642889,
      "kappa_old": 0.6429,
      "days_since": 8.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000016,
      "kappa_new": 0.722184,
      "kappa_old": 0.7222,
      "days_since": 8.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000011,
      "kappa_new": 0.642889,
      "kappa_old": 0.6429,
      "days_since": 8.97
    },
    {
      "name": "Ben Lamm",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "David Holz",
      "delta": -0.000011,
      "kappa_new": 0.642889,
      "kappa_old": 0.6429,
      "days_since": 8.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000028,
      "kappa_new": 0.874972,
      "kappa_old": 0.875,
      "days_since": 8.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000011,
      "kappa_new": 0.642889,
      "kappa_old": 0.6429,
      "days_since": 8.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.00002,
      "kappa_new": 0.77268,
      "kappa_old": 0.7727,
      "days_since": 8.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000024,
      "kappa_new": 0.821376,
      "kappa_old": 0.8214,
      "days_since": 8.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000011,
      "kappa_new": 0.642889,
      "kappa_old": 0.6429,
      "days_since": 8.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000025,
      "kappa_new": 0.843775,
      "kappa_old": 0.8438,
      "days_since": 8.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000011,
      "kappa_new": 0.642889,
      "kappa_old": 0.6429,
      "days_since": 8.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000023,
      "kappa_new": 0.807677,
      "kappa_old": 0.8077,
      "days_since": 8.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000014,
      "kappa_new": 0.687486,
      "kappa_old": 0.6875,
      "days_since": 8.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000006,
      "kappa_new": 0.583294,
      "kappa_old": 0.5833,
      "days_since": 8.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-11 22:11:35system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000025,
      "kappa_new": 0.874975,
      "kappa_old": 0.875,
      "days_since": 7.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000009,
      "kappa_new": 0.642891,
      "kappa_old": 0.6429,
      "days_since": 7.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000018,
      "kappa_new": 0.772682,
      "kappa_old": 0.7727,
      "days_since": 7.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000026,
      "kappa_new": 0.899974,
      "kappa_old": 0.9,
      "days_since": 7.97
    },
    {
      "name": "Micron",
      "delta": -0.000003,
      "kappa_new": 0.549997,
      "kappa_old": 0.55,
      "days_since": 7.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000021,
      "kappa_new": 0.821379,
      "kappa_old": 0.8214,
      "days_since": 7.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000009,
      "kappa_new": 0.642891,
      "kappa_old": 0.6429,
      "days_since": 7.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000009,
      "kappa_new": 0.642891,
      "kappa_old": 0.6429,
      "days_since": 7.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000023,
      "kappa_new": 0.843777,
      "kappa_old": 0.8438,
      "days_since": 7.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000009,
      "kappa_new": 0.642891,
      "kappa_old": 0.6429,
      "days_since": 7.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000015,
      "kappa_new": 0.722185,
      "kappa_old": 0.7222,
      "days_since": 7.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000009,
      "kappa_new": 0.642891,
      "kappa_old": 0.6429,
      "days_since": 7.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000015,
      "kappa_new": 0.722185,
      "kappa_old": 0.7222,
      "days_since": 7.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.00002,
      "kappa_new": 0.80768,
      "kappa_old": 0.8077,
      "days_since": 7.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000009,
      "kappa_new": 0.642891,
      "kappa_old": 0.6429,
      "days_since": 7.97
    },
    {
      "name": "Ben Lamm",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "David Holz",
      "delta": -0.000009,
      "kappa_new": 0.642891,
      "kappa_old": 0.6429,
      "days_since": 7.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000012,
      "kappa_new": 0.687488,
      "kappa_old": 0.6875,
      "days_since": 7.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 7.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-10 22:10:53system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Andrej Karpathy",
      "delta": -0.000011,
      "kappa_new": 0.687489,
      "kappa_old": 0.6875,
      "days_since": 6.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000011,
      "kappa_new": 0.687489,
      "kappa_old": 0.6875,
      "days_since": 6.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000023,
      "kappa_new": 0.899977,
      "kappa_old": 0.9,
      "days_since": 6.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 6.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000013,
      "kappa_new": 0.722187,
      "kappa_old": 0.7222,
      "days_since": 6.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 6.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000008,
      "kappa_new": 0.642892,
      "kappa_old": 0.6429,
      "days_since": 6.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 6.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 6.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000013,
      "kappa_new": 0.722187,
      "kappa_old": 0.7222,
      "days_since": 6.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000018,
      "kappa_new": 0.807682,
      "kappa_old": 0.8077,
      "days_since": 6.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000008,
      "kappa_new": 0.642892,
      "kappa_old": 0.6429,
      "days_since": 6.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 6.97
    },
    {
      "name": "Ben Lamm",
      "delta": -0.000011,
      "kappa_new": 0.687489,
      "kappa_old": 0.6875,
      "days_since": 6.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000011,
      "kappa_new": 0.687489,
      "kappa_old": 0.6875,
      "days_since": 6.97
    },
    {
      "name": "David Holz",
      "delta": -0.000008,
      "kappa_new": 0.642892,
      "kappa_old": 0.6429,
      "days_since": 6.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000011,
      "kappa_new": 0.687489,
      "kappa_old": 0.6875,
      "days_since": 6.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 6.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 6.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 6.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 6.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 6.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 6.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000021,
      "kappa_new": 0.874979,
      "kappa_old": 0.875,
      "days_since": 6.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 6.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000008,
      "kappa_new": 0.642892,
      "kappa_old": 0.6429,
      "days_since": 6.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000016,
      "kappa_new": 0.772684,
      "kappa_old": 0.7727,
      "days_since": 6.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000011,
      "kappa_new": 0.687489,
      "kappa_old": 0.6875,
      "days_since": 6.97
    },
    {
      "name": "Micron",
      "delta": -0.000003,
      "kappa_new": 0.549997,
      "kappa_old": 0.55,
      "days_since": 6.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000018,
      "kappa_new": 0.821382,
      "kappa_old": 0.8214,
      "days_since": 6.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000008,
      "kappa_new": 0.642892,
      "kappa_old": 0.6429,
      "days_since": 6.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000008,
      "kappa_new": 0.642892,
      "kappa_old": 0.6429,
      "days_since": 6.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.00002,
      "kappa_new": 0.84378,
      "kappa_old": 0.8438,
      "days_since": 6.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000011,
      "kappa_new": 0.687489,
      "kappa_old": 0.6875,
      "days_since": 6.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000008,
      "kappa_new": 0.642892,
      "kappa_old": 0.6429,
      "days_since": 6.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 6.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000005,
      "kappa_new": 0.583295,
      "kappa_old": 0.5833,
      "days_since": 6.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000011,
      "kappa_new": 0.687489,
      "kappa_old": 0.6875,
      "days_since": 6.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-09 22:14:11system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Andrej Karpathy",
      "delta": -0.000009,
      "kappa_new": 0.687491,
      "kappa_old": 0.6875,
      "days_since": 5.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000009,
      "kappa_new": 0.687491,
      "kappa_old": 0.6875,
      "days_since": 5.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.00002,
      "kappa_new": 0.89998,
      "kappa_old": 0.9,
      "days_since": 5.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000004,
      "kappa_new": 0.583296,
      "kappa_old": 0.5833,
      "days_since": 5.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000011,
      "kappa_new": 0.722189,
      "kappa_old": 0.7222,
      "days_since": 5.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000004,
      "kappa_new": 0.583296,
      "kappa_old": 0.5833,
      "days_since": 5.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000007,
      "kappa_new": 0.642893,
      "kappa_old": 0.6429,
      "days_since": 5.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000004,
      "kappa_new": 0.583296,
      "kappa_old": 0.5833,
      "days_since": 5.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000011,
      "kappa_new": 0.722189,
      "kappa_old": 0.7222,
      "days_since": 5.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000015,
      "kappa_new": 0.807685,
      "kappa_old": 0.8077,
      "days_since": 5.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000007,
      "kappa_new": 0.642893,
      "kappa_old": 0.6429,
      "days_since": 5.97
    },
    {
      "name": "Ben Lamm",
      "delta": -0.000009,
      "kappa_new": 0.687491,
      "kappa_old": 0.6875,
      "days_since": 5.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000013,
      "kappa_new": 0.772687,
      "kappa_old": 0.7727,
      "days_since": 5.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000009,
      "kappa_new": 0.687491,
      "kappa_old": 0.6875,
      "days_since": 5.97
    },
    {
      "name": "Micron",
      "delta": -0.000002,
      "kappa_new": 0.549998,
      "kappa_old": 0.55,
      "days_since": 5.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000016,
      "kappa_new": 0.821384,
      "kappa_old": 0.8214,
      "days_since": 5.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000007,
      "kappa_new": 0.642893,
      "kappa_old": 0.6429,
      "days_since": 5.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000007,
      "kappa_new": 0.642893,
      "kappa_old": 0.6429,
      "days_since": 5.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000017,
      "kappa_new": 0.843783,
      "kappa_old": 0.8438,
      "days_since": 5.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000009,
      "kappa_new": 0.687491,
      "kappa_old": 0.6875,
      "days_since": 5.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000009,
      "kappa_new": 0.687491,
      "kappa_old": 0.6875,
      "days_since": 5.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000007,
      "kappa_new": 0.642893,
      "kappa_old": 0.6429,
      "days_since": 5.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000004,
      "kappa_new": 0.583296,
      "kappa_old": 0.5833,
      "days_since": 5.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000004,
      "kappa_new": 0.583296,
      "kappa_old": 0.5833,
      "days_since": 5.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000009,
      "kappa_new": 0.687491,
      "kappa_old": 0.6875,
      "days_since": 5.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000004,
      "kappa_new": 0.583296,
      "kappa_old": 0.5833,
      "days_since": 5.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000004,
      "kappa_new": 0.583296,
      "kappa_old": 0.5833,
      "days_since": 5.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000004,
      "kappa_new": 0.583296,
      "kappa_old": 0.5833,
      "days_since": 5.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000004,
      "kappa_new": 0.583296,
      "kappa_old": 0.5833,
      "days_since": 5.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000004,
      "kappa_new": 0.583296,
      "kappa_old": 0.5833,
      "days_since": 5.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000004,
      "kappa_new": 0.583296,
      "kappa_old": 0.5833,
      "days_since": 5.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000018,
      "kappa_new": 0.874982,
      "kappa_old": 0.875,
      "days_since": 5.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000004,
      "kappa_new": 0.583296,
      "kappa_old": 0.5833,
      "days_since": 5.97
    },
    {
      "name": "David Holz",
      "delta": -0.000007,
      "kappa_new": 0.642893,
      "kappa_old": 0.6429,
      "days_since": 5.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000009,
      "kappa_new": 0.687491,
      "kappa_old": 0.6875,
      "days_since": 5.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000004,
      "kappa_new": 0.583296,
      "kappa_old": 0.5833,
      "days_since": 5.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000004,
      "kappa_new": 0.583296,
      "kappa_old": 0.5833,
      "days_since": 5.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000007,
      "kappa_new": 0.642893,
      "kappa_old": 0.6429,
      "days_since": 5.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-08 22:15:35system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Ben Lamm",
      "delta": -0.000008,
      "kappa_new": 0.687492,
      "kappa_old": 0.6875,
      "days_since": 4.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000011,
      "kappa_new": 0.772689,
      "kappa_old": 0.7727,
      "days_since": 4.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000008,
      "kappa_new": 0.687492,
      "kappa_old": 0.6875,
      "days_since": 4.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000013,
      "kappa_new": 0.821387,
      "kappa_old": 0.8214,
      "days_since": 4.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000006,
      "kappa_new": 0.642894,
      "kappa_old": 0.6429,
      "days_since": 4.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000006,
      "kappa_new": 0.642894,
      "kappa_old": 0.6429,
      "days_since": 4.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000014,
      "kappa_new": 0.843786,
      "kappa_old": 0.8438,
      "days_since": 4.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000008,
      "kappa_new": 0.687492,
      "kappa_old": 0.6875,
      "days_since": 4.97
    },
    {
      "name": "Andrej Karpathy",
      "delta": -0.000008,
      "kappa_new": 0.687492,
      "kappa_old": 0.6875,
      "days_since": 4.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000008,
      "kappa_new": 0.687492,
      "kappa_old": 0.6875,
      "days_since": 4.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000016,
      "kappa_new": 0.899984,
      "kappa_old": 0.9,
      "days_since": 4.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000006,
      "kappa_new": 0.642894,
      "kappa_old": 0.6429,
      "days_since": 4.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 4.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 4.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 4.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000008,
      "kappa_new": 0.687492,
      "kappa_old": 0.6875,
      "days_since": 4.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 4.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 4.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 4.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 4.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 4.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000006,
      "kappa_new": 0.642894,
      "kappa_old": 0.6429,
      "days_since": 4.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000009,
      "kappa_new": 0.722191,
      "kappa_old": 0.7222,
      "days_since": 4.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 4.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 4.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 4.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000009,
      "kappa_new": 0.722191,
      "kappa_old": 0.7222,
      "days_since": 4.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000015,
      "kappa_new": 0.874985,
      "kappa_old": 0.875,
      "days_since": 4.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 4.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000013,
      "kappa_new": 0.807687,
      "kappa_old": 0.8077,
      "days_since": 4.97
    },
    {
      "name": "David Holz",
      "delta": -0.000006,
      "kappa_new": 0.642894,
      "kappa_old": 0.6429,
      "days_since": 4.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000008,
      "kappa_new": 0.687492,
      "kappa_old": 0.6875,
      "days_since": 4.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000006,
      "kappa_new": 0.642894,
      "kappa_old": 0.6429,
      "days_since": 4.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 4.97
    },
    {
      "name": "Micron",
      "delta": -0.000002,
      "kappa_new": 0.549998,
      "kappa_old": 0.55,
      "days_since": 4.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000008,
      "kappa_new": 0.687492,
      "kappa_old": 0.6875,
      "days_since": 4.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 4.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000006,
      "kappa_new": 0.642894,
      "kappa_old": 0.6429,
      "days_since": 4.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-07 22:13:02system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Andrej Karpathy",
      "delta": -0.000006,
      "kappa_new": 0.687494,
      "kappa_old": 0.6875,
      "days_since": 3.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000006,
      "kappa_new": 0.687494,
      "kappa_old": 0.6875,
      "days_since": 3.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000013,
      "kappa_new": 0.899987,
      "kappa_old": 0.9,
      "days_since": 3.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 3.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000005,
      "kappa_new": 0.642895,
      "kappa_old": 0.6429,
      "days_since": 3.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000007,
      "kappa_new": 0.722193,
      "kappa_old": 0.7222,
      "days_since": 3.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 3.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000007,
      "kappa_new": 0.722193,
      "kappa_old": 0.7222,
      "days_since": 3.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.00001,
      "kappa_new": 0.80769,
      "kappa_old": 0.8077,
      "days_since": 3.97
    },
    {
      "name": "Micron",
      "delta": -0.000002,
      "kappa_new": 0.549998,
      "kappa_old": 0.55,
      "days_since": 3.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000006,
      "kappa_new": 0.687494,
      "kappa_old": 0.6875,
      "days_since": 3.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 3.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000005,
      "kappa_new": 0.642895,
      "kappa_old": 0.6429,
      "days_since": 3.97
    },
    {
      "name": "Ben Lamm",
      "delta": -0.000006,
      "kappa_new": 0.687494,
      "kappa_old": 0.6875,
      "days_since": 3.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000009,
      "kappa_new": 0.772691,
      "kappa_old": 0.7727,
      "days_since": 3.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000006,
      "kappa_new": 0.687494,
      "kappa_old": 0.6875,
      "days_since": 3.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.00001,
      "kappa_new": 0.82139,
      "kappa_old": 0.8214,
      "days_since": 3.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000005,
      "kappa_new": 0.642895,
      "kappa_old": 0.6429,
      "days_since": 3.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000005,
      "kappa_new": 0.642895,
      "kappa_old": 0.6429,
      "days_since": 3.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000011,
      "kappa_new": 0.843789,
      "kappa_old": 0.8438,
      "days_since": 3.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000006,
      "kappa_new": 0.687494,
      "kappa_old": 0.6875,
      "days_since": 3.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000005,
      "kappa_new": 0.642895,
      "kappa_old": 0.6429,
      "days_since": 3.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 3.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 3.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000006,
      "kappa_new": 0.687494,
      "kappa_old": 0.6875,
      "days_since": 3.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 3.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 3.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 3.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 3.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 3.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 3.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 3.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000012,
      "kappa_new": 0.874988,
      "kappa_old": 0.875,
      "days_since": 3.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 3.97
    },
    {
      "name": "David Holz",
      "delta": -0.000005,
      "kappa_new": 0.642895,
      "kappa_old": 0.6429,
      "days_since": 3.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000006,
      "kappa_new": 0.687494,
      "kappa_old": 0.6875,
      "days_since": 3.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000005,
      "kappa_new": 0.642895,
      "kappa_old": 0.6429,
      "days_since": 3.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000003,
      "kappa_new": 0.583297,
      "kappa_old": 0.5833,
      "days_since": 3.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-06 22:13:11system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Andrej Karpathy",
      "delta": -0.000005,
      "kappa_new": 0.687495,
      "kappa_old": 0.6875,
      "days_since": 2.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000005,
      "kappa_new": 0.687495,
      "kappa_old": 0.6875,
      "days_since": 2.97
    },
    {
      "name": "Ben Lamm",
      "delta": -0.000005,
      "kappa_new": 0.687495,
      "kappa_old": 0.6875,
      "days_since": 2.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000007,
      "kappa_new": 0.772693,
      "kappa_old": 0.7727,
      "days_since": 2.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.00001,
      "kappa_new": 0.89999,
      "kappa_old": 0.9,
      "days_since": 2.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000005,
      "kappa_new": 0.687495,
      "kappa_old": 0.6875,
      "days_since": 2.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000008,
      "kappa_new": 0.821392,
      "kappa_old": 0.8214,
      "days_since": 2.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000002,
      "kappa_new": 0.583298,
      "kappa_old": 0.5833,
      "days_since": 2.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000003,
      "kappa_new": 0.642897,
      "kappa_old": 0.6429,
      "days_since": 2.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000003,
      "kappa_new": 0.642897,
      "kappa_old": 0.6429,
      "days_since": 2.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000008,
      "kappa_new": 0.843792,
      "kappa_old": 0.8438,
      "days_since": 2.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000005,
      "kappa_new": 0.687495,
      "kappa_old": 0.6875,
      "days_since": 2.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000003,
      "kappa_new": 0.642897,
      "kappa_old": 0.6429,
      "days_since": 2.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000005,
      "kappa_new": 0.722195,
      "kappa_old": 0.7222,
      "days_since": 2.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000003,
      "kappa_new": 0.642897,
      "kappa_old": 0.6429,
      "days_since": 2.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000002,
      "kappa_new": 0.583298,
      "kappa_old": 0.5833,
      "days_since": 2.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000002,
      "kappa_new": 0.583298,
      "kappa_old": 0.5833,
      "days_since": 2.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000002,
      "kappa_new": 0.583298,
      "kappa_old": 0.5833,
      "days_since": 2.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000005,
      "kappa_new": 0.722195,
      "kappa_old": 0.7222,
      "days_since": 2.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000008,
      "kappa_new": 0.807692,
      "kappa_old": 0.8077,
      "days_since": 2.97
    },
    {
      "name": "Micron",
      "delta": -0.000001,
      "kappa_new": 0.549999,
      "kappa_old": 0.55,
      "days_since": 2.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000005,
      "kappa_new": 0.687495,
      "kappa_old": 0.6875,
      "days_since": 2.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000005,
      "kappa_new": 0.687495,
      "kappa_old": 0.6875,
      "days_since": 2.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000002,
      "kappa_new": 0.583298,
      "kappa_old": 0.5833,
      "days_since": 2.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000002,
      "kappa_new": 0.583298,
      "kappa_old": 0.5833,
      "days_since": 2.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000002,
      "kappa_new": 0.583298,
      "kappa_old": 0.5833,
      "days_since": 2.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000002,
      "kappa_new": 0.583298,
      "kappa_old": 0.5833,
      "days_since": 2.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000002,
      "kappa_new": 0.583298,
      "kappa_old": 0.5833,
      "days_since": 2.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000002,
      "kappa_new": 0.583298,
      "kappa_old": 0.5833,
      "days_since": 2.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000002,
      "kappa_new": 0.583298,
      "kappa_old": 0.5833,
      "days_since": 2.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000009,
      "kappa_new": 0.874991,
      "kappa_old": 0.875,
      "days_since": 2.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000002,
      "kappa_new": 0.583298,
      "kappa_old": 0.5833,
      "days_since": 2.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000003,
      "kappa_new": 0.642897,
      "kappa_old": 0.6429,
      "days_since": 2.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000002,
      "kappa_new": 0.583298,
      "kappa_old": 0.5833,
      "days_since": 2.97
    },
    {
      "name": "David Holz",
      "delta": -0.000003,
      "kappa_new": 0.642897,
      "kappa_old": 0.6429,
      "days_since": 2.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000005,
      "kappa_new": 0.687495,
      "kappa_old": 0.6875,
      "days_since": 2.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000003,
      "kappa_new": 0.642897,
      "kappa_old": 0.6429,
      "days_since": 2.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000002,
      "kappa_new": 0.583298,
      "kappa_old": 0.5833,
      "days_since": 2.97
    }
  ],
  "alpha": 0.003,
  "updated": 38,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-05 22:11:00system:decay_predictor_kappakappa_decay_run
view
{
  "summary": "C4 κ decay run start",
  "examined": 104
}
{
  "rows": [
    {
      "name": "Andrej Karpathy",
      "delta": -0.000003,
      "kappa_new": 0.687497,
      "kappa_old": 0.6875,
      "days_since": 1.97
    },
    {
      "name": "Andrew Yang",
      "delta": -0.000003,
      "kappa_new": 0.687497,
      "kappa_old": 0.6875,
      "days_since": 1.97
    },
    {
      "name": "Ben Lamm",
      "delta": -0.000003,
      "kappa_new": 0.687497,
      "kappa_old": 0.6875,
      "days_since": 1.97
    },
    {
      "name": "Brett Adcock",
      "delta": -0.000004,
      "kappa_new": 0.772696,
      "kappa_old": 0.7727,
      "days_since": 1.97
    },
    {
      "name": "Codex Research Pack",
      "delta": -0.000006,
      "kappa_new": 0.899994,
      "kappa_old": 0.9,
      "days_since": 1.97
    },
    {
      "name": "Dara Khosrowshahi",
      "delta": -0.000003,
      "kappa_new": 0.687497,
      "kappa_old": 0.6875,
      "days_since": 1.97
    },
    {
      "name": "Dave Blundin",
      "delta": -0.000005,
      "kappa_new": 0.821395,
      "kappa_old": 0.8214,
      "days_since": 1.97
    },
    {
      "name": "Demis Hassabis",
      "delta": -0.000001,
      "kappa_new": 0.583299,
      "kappa_old": 0.5833,
      "days_since": 1.97
    },
    {
      "name": "Elon Musk",
      "delta": -0.000002,
      "kappa_new": 0.642898,
      "kappa_old": 0.6429,
      "days_since": 1.97
    },
    {
      "name": "Alex Finn",
      "delta": -0.000002,
      "kappa_new": 0.642898,
      "kappa_old": 0.6429,
      "days_since": 1.97
    },
    {
      "name": "Alex Wissner-Gross",
      "delta": -0.000006,
      "kappa_new": 0.843794,
      "kappa_old": 0.8438,
      "days_since": 1.97
    },
    {
      "name": "Dario Amodei",
      "delta": -0.000002,
      "kappa_new": 0.642898,
      "kappa_old": 0.6429,
      "days_since": 1.97
    },
    {
      "name": "Anthropic",
      "delta": -0.000001,
      "kappa_new": 0.583299,
      "kappa_old": 0.5833,
      "days_since": 1.97
    },
    {
      "name": "Emad Mostaque",
      "delta": -0.000004,
      "kappa_new": 0.722196,
      "kappa_old": 0.7222,
      "days_since": 1.97
    },
    {
      "name": "Eric Schmidt",
      "delta": -0.000003,
      "kappa_new": 0.687497,
      "kappa_old": 0.6875,
      "days_since": 1.97
    },
    {
      "name": "Jack Dorsey",
      "delta": -0.000004,
      "kappa_new": 0.722196,
      "kappa_old": 0.7222,
      "days_since": 1.97
    },
    {
      "name": "Jensen Huang",
      "delta": -0.000005,
      "kappa_new": 0.807695,
      "kappa_old": 0.8077,
      "days_since": 1.97
    },
    {
      "name": "Jimmy Ba",
      "delta": -0.000002,
      "kappa_new": 0.642898,
      "kappa_old": 0.6429,
      "days_since": 1.97
    },
    {
      "name": "Joe Liemandt",
      "delta": -0.000001,
      "kappa_new": 0.583299,
      "kappa_old": 0.5833,
      "days_since": 1.97
    },
    {
      "name": "Joseph Moore",
      "delta": -0.000001,
      "kappa_new": 0.583299,
      "kappa_old": 0.5833,
      "days_since": 1.97
    },
    {
      "name": "Kevin Weil",
      "delta": -0.000003,
      "kappa_new": 0.687497,
      "kappa_old": 0.6875,
      "days_since": 1.97
    },
    {
      "name": "Leopold Aschenbrenner",
      "delta": -0.000003,
      "kappa_new": 0.687497,
      "kappa_old": 0.6875,
      "days_since": 1.97
    },
    {
      "name": "Meta / a16z (Andreessen, Horowitz)",
      "delta": -0.000001,
      "kappa_new": 0.583299,
      "kappa_old": 0.5833,
      "days_since": 1.97
    },
    {
      "name": "Michael Saylor",
      "delta": -0.000001,
      "kappa_new": 0.583299,
      "kappa_old": 0.5833,
      "days_since": 1.97
    },
    {
      "name": "Morgan Stanley",
      "delta": -0.000001,
      "kappa_new": 0.583299,
      "kappa_old": 0.5833,
      "days_since": 1.97
    },
    {
      "name": "Morgan Stanley / Georgia Tech / Intel",
      "delta": -0.000001,
      "kappa_new": 0.583299,
      "kappa_old": 0.5833,
      "days_since": 1.97
    },
    {
      "name": "New Market Pitch",
      "delta": -0.000001,
      "kappa_new": 0.583299,
      "kappa_old": 0.5833,
      "days_since": 1.97
    },
    {
      "name": "Nvidia",
      "delta": -0.000001,
      "kappa_new": 0.583299,
      "kappa_old": 0.5833,
      "days_since": 1.97
    },
    {
      "name": "OpenAI (Sam Altman-led)",
      "delta": -0.000001,
      "kappa_new": 0.583299,
      "kappa_old": 0.5833,
      "days_since": 1.97
    },
    {
      "name": "Peter Diamandis",
      "delta": -0.000006,
      "kappa_new": 0.874994,
      "kappa_old": 0.875,
      "days_since": 1.97
    },
    {
      "name": "Peter Diamandis / Salim Ismail / Andrew Yang",
      "delta": -0.000001,
      "kappa_new": 0.583299,
      "kappa_old": 0.5833,
      "days_since": 1.97
    },
    {
      "name": "Salim Ismail",
      "delta": -0.000002,
      "kappa_new": 0.642898,
      "kappa_old": 0.6429,
      "days_since": 1.97
    },
    {
      "name": "Sam Altman",
      "delta": -0.000001,
      "kappa_new": 0.583299,
      "kappa_old": 0.5833,
      "days_since": 1.97
    },
    {
      "name": "David Holz",
      "delta": -0.000002,
      "kappa_new": 0.642898,
      "kappa_old": 0.6429,
      "days_since": 1.97
    },
    {
      "name": "SpaceX",
      "delta": -0.000003,
      "kappa_new": 0.687497,
      "kappa_old": 0.6875,
      "days_since": 1.97
    },
    {
      "name": "Superforecaster Community",
      "delta": -0.000002,
      "kappa_new": 0.642898,
      "kappa_old": 0.6429,
      "days_since": 1.97
    },
    {
      "name": "Video Narration (SpaceX)",
      "delta": -0.000001,
      "kappa_new": 0.583299,
      "kappa_old": 0.5833,
      "days_since": 1.97
    }
  ],
  "alpha": 0.003,
  "updated": 37,
  "examined": 104,
  "kappa_prior": 0.5,
  "max_daily_decay": 0.01,
  "decay_horizon_days": 365
}
2026-05-03 23:00:01compute_brier_scorespredictors.brier_recomputepredictors:continual_20260503
view
{
  "max_delta": 0.05,
  "smoothing": true
}
{
  "kappa_shifts": [
    {
      "name": "Codex Research Pack",
      "new_kappa": 0.9,
      "old_kappa": 0.95,
      "raw_delta": -0.45
    },
    {
      "name": "Micron",
      "new_kappa": 0.55,
      "old_kappa": 0.5,
      "raw_delta": 0.0833
    }
  ],
  "n_resolved_total": 110,
  "n_predictors_updated": 104
}
2026-04-30 23:00:01compute_brier_scorespredictors.brier_recomputepredictors:continual_20260430
view
{
  "max_delta": 0.05,
  "smoothing": true
}
{
  "kappa_shifts": [
    {
      "name": "Ben Lamm",
      "new_kappa": 0.6875,
      "old_kappa": 0.6429,
      "raw_delta": 0.0446
    },
    {
      "name": "Codex Research Pack",
      "new_kappa": 0.95,
      "old_kappa": 1,
      "raw_delta": -0.5
    }
  ],
  "n_resolved_total": 108,
  "n_predictors_updated": 104
}