← Cockpit
INF_033predictionGeopoliticsAI-super-PAC-mobilization

Technology conglomerates have mobilized unprecedented political capital to ensure AI-friendly regulation: Meta committed $65M to super PACs ('Forge the Future Project', 'Making Our Tomorrow'); a16z backed the $50M 'Leading the Future' PAC — combined $1...

Predictor: Meta / a16z (Andreessen, Horowitz)

Prior probability
95.0%
Current probability
62.3%
evolves via intake + LBP
Conviction
5/5
Signal quality
B
Resolution
hit
Window
2026-01-01 – 2026-11-30
Edges in / out
1 / 0
Tickers exposed
14

Prediction text

Technology conglomerates have mobilized unprecedented political capital to ensure AI-friendly regulation: Meta committed $65M to super PACs ('Forge the Future Project', 'Making Our Tomorrow'); a16z backed the $50M 'Leading the Future' PAC — combined $115M to streamline DC zoning and fast-track energy approvals. | November 2026 midterms

Key catalyst: November 2026 midterms

Watch events: 2026 midterm outcomes in DC-heavy states; PAC-backed legislation

Resolution evidence

Status: hit

FEC filings confirm PAC registrations; The Register Feb 2026 verified commitments.

Predictor: Meta / a16z (Andreessen, Horowitz)

κ + Brier as of 2026-05-22
κ (discount)
0.583
Brier
0.0025
excellent
Hits / Misses
1 / 0
of 1 resolved
Hit rate
100.0%
Calibration plot (stated vs observed)

Evidence about this node from Meta / a16z (Andreessen, Horowitz) is multiplied by κ in /api/intake. Lower κ = less weight; floors at 0.10 (effectively silenced) and caps at 1.00 (full weight).

Reference class: regulatory_freeze_window

Linked via embedding similarity 0.570

Major-country regulatory pause/moratorium on AI capability research lasting >6 months

Base rate
5.0%
0/4 historical
Inside weight
Outside weight
no pull
inside 62.3% → blend 62.3% 0.0pp)

Tetlock-style outside view: at TRF=1 (just predicted), outside view dominates (w_in=0.3). At TRF=0 (deadline), inside view dominates (w_in=1.0). The blend regularizes overconfident inside views toward the historical base rate.

Probability over time

7 prob_history rows
0%25%50%75%100%prior 95%2026-04-292026-04-302026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 62.3%

Milestone chain

Pre-event signals (upstream prereqs + window checkpoints) → resolution event → downstream cascades. Status/dates update from linked nodes; re-derive nightly via scripts/ops/derive_milestones.py.
Leading chain: 3 overdue ⏱
  1. 2026-01-30overdueQ1 window check-in (25%)
  2. 2026-03-01overdueQ2 window check-in (50%)
  3. 2026-03-30overdueQ3 window check-in (75%)

No downstream cascades — this prediction is a leaf in the dependency graph.

What if this resolves?

Clamp this prediction TRUE or FALSE and run a counterfactual Gibbs sample. Surfaces the predictions whose marginals shift most under that assumption.
(live posterior: 62%)

Click a button to clamp this prediction and run a Gibbs sample. Returns the predictions whose marginals shift most. ~30s per run; ideal for stress-testing "if X resolves, what else moves?"

Evidence chain

Every probability update with full Bayesian provenance — chronological, latest first
LBP2026-05-10T02:00:02Z62.3%+1.1pp
Network propagation: 61.2% → 62.3%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z61.2%+2.3pp
Network propagation: 58.9% → 61.2%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z58.9%+4.5pp
Network propagation: 54.4% → 58.9%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
legacy v12026-04-30T16:13:50Z54.4%-4.4pp
reference_class_assigned bayesian_v2 inside=0.950 blend=0.544 w_in=0.53 regulatory_freeze_window
LBP2026-04-30T02:18:57Z58.8%+4.6pp
Network propagation: 54.3% → 58.8%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
legacy v12026-04-30T01:56:50Z54.3%-40.7pp
reference_class_assigned bayesian_v2 inside=0.950 blend=0.543 w_in=0.53 regulatory_freeze_window
resolution_terminal2026-04-29T22:23:18Z100.0%+41.1pp
resolution_terminal hit outcome=1.0 pre_resolution=0.589
Raw metadata
{
  "source": "backfill_resolution_history.py",
  "status": "hit",
  "bayesian_v2": false,
  "outcome_prob": 1,
  "evidence_kind": "resolution_terminal",
  "posterior_prob": 1,
  "delta_to_outcome": 0.41102000000000005,
  "inside_posterior": 0.58898,
  "validation_notes": "FEC filings confirm PAC registrations; The Register Feb 2026 verified commitments.",
  "validation_status": "hit",
  "pre_resolution_prob": 0.58898,
  "resolution_evidence": "FEC filings confirm PAC registrations; The Register Feb 2026 verified commitments.",
  "does_not_update_current_prob": true
}

Network propagation neighbors

Top edges sorted by latest LBP cross-impact
All propagation →

Top incoming (parents)

Edges that influence THIS node's belief

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.950+0.012

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

14 ticker(s) linked

Beneficiaries (14)

BBAINVDAGTLBSOUNAIIBMMETAMSFTORCLTCEHYAMZNBABABIDUGOOGL

Prerequisites (1)

Predictions that must hit first
TypePredTitleDomainLag
killerTK09Energy Grid Cap (Data Center Power Wall)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Validations (1)

Resolution events
Observed atStatusByNotes
2026-04-29hitthesis_timeline_v1.0_importFEC filings confirm PAC registrations; The Register Feb 2026 verified commitments.

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.612gdeltmentionspending2026-04-30
0.612gdeltmentionspending2026-04-30
0.610gdeltmentionspending2026-04-30
0.608gdeltmentionspending2026-04-30
0.607gdeltmentionspending2026-04-30
0.605gdeltmentionspending2026-04-30
0.600gdeltmentionspending2026-04-30
0.589gdeltmeta chief zuckerberg doubles down on ai spendingmentionspending2026-04-30
0.583gdelt2332202mentionspending2026-04-30
0.581gdeltmentionspending2026-04-30

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "$115M combined",
  "mode": "OBSERVATION+FORECAST",
  "role": "Cited-Firm",
  "context": "Direct political-spend response to NIMBYism, rate-hike backlash, and state-level DC permitting friction. The Register Feb 2026 detailed PAC strategy.",
  "to_year": 2026,
  "conv_cues": "specific dollar commitments; explicit PAC names",
  "direction": "NUMERIC_TARGET",
  "from_year": 2026,
  "timeframe": "2026 cycle",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -3,
      "source_id": null,
      "expected_date": "2026-01-30",
      "observed_date": null,
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -2,
      "source_id": null,
      "expected_date": "2026-03-01",
      "observed_date": null,
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -1,
      "source_id": null,
      "expected_date": "2026-03-30",
      "observed_date": null,
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "event",
      "label": "Technology conglomerates have mobilized unprecedented political capital to ensure AI-friendly regulation: Meta committed $65M to super PACs ",
      "status": "hit",
      "weight": 1,
      "ordinal": 0,
      "source_id": "INF_033",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    }
  ],
  "repeat_eps": 1,
  "affiliation": "Meta / Andreessen Horowitz",
  "attribution": "CITED",
  "granularity": "YEAR",
  "resolved_at": "2026-04-29T22:23:18.152800+00:00",
  "source_refs": "25",
  "target_date": "2026-11-15T00:00:00",
  "display_date": "2026-04-29",
  "episode_date": "2026-04-21T00:00:00",
  "key_catalyst": "November 2026 midterms",
  "parse_method": "Election-cycle target",
  "domain_bucket": "Geopolitics",
  "episode_title": "The Architecture of Intelligence: AI Infrastructure, Energy & Networking Predictions (2023-2026)",
  "fault_line_id": "F001, F002",
  "flag_repeated": false,
  "in_5yr_window": true,
  "source_report": "AI_Leaders_Infrastructure_Predictions.md (2026-04-21)",
  "appears_in_eps": "INF-RPT",
  "futurist_phase": "Phase 1 (2026)",
  "is_macro_claim": false,
  "total_mentions": 1,
  "priority_weight": 4,
  "ps_cluster_tags": [
    "C5"
  ],
  "report_evidence": "Section 4.2 political-capital response to NIMBY.",
  "active_end_month": "2026-12",
  "recent_statement": "The Register Feb 2026 reported PAC strategy and commitments.",
  "watch_events_raw": "2026 midterm outcomes in DC-heavy states; PAC-backed legislation",
  "months_from_today": 7,
  "probability_layer": "Confirmed",
  "active_start_month": "2026-01",
  "december_dispersal": {
    "reason": "december_dispersal: domain=Geopolitics → 11/2026",
    "new_date": "2026-11-30",
    "old_date": "2026-12-31",
    "applied_at": "2026-04-30T16:28:34.304992+00:00"
  },
  "flag_nia_bracketed": false,
  "resolved_at_source": "validations_observed_at",
  "track_record_grade": "NR",
  "track_record_notes": "Observation, not forecast — confirmed via FEC.",
  "contradicting_notes": "Political efficacy of the spend is yet to be tested in 2026 midterms.",
  "flag_near_term_2027": false,
  "flag_high_conviction": true,
  "milestones_derived_at": "2026-05-02T03:08:50.982178+00:00",
  "reference_class_match": {
    "top_n": [
      {
        "id": "regulatory_freeze_window",
        "cosine": 0.5704
      }
    ],
    "margin": 0.5704,
    "best_id":