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248_034predictionMarkets/StocksAGI

Capital chasing AI stories is outpacing operating reality; narrative leverage warning.

Predictor: Salim Ismail · ep#248 "Sam Altman's Attack, Amazon vs. Starlink, and What Opus 4.7 Actually Means | #248" · source

Prior probability
50.0%
Current probability
34.0%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-06-01 – 2026-06-30
Edges in / out
5 / 5
Tickers exposed
21

Prediction text

Capital chasing AI stories is outpacing operating reality; narrative leverage warning. | Capital is chasing AI stories faster than the operating reality really justifies. And the careful thing here is that you're you better make sure your narrative leverage doesn't outperform and outpace your your business model leverage.

Watch events: ARC-AGI-2 scores; Frontier Math Tier 4 benchmark; SWE-bench Verified; Humanity's Last Exam

Verbatim quote

From episode "Sam Altman's Attack, Amazon vs. Starlink, and What Opus 4.7 Actually Means | #248"
Capital is chasing AI stories faster than the operating reality really justifies. And the careful thing here is that you're you better make sure your narrative leverage doesn't outperform and outpace your your business model leverage.

Predictor: Salim Ismail

κ + Brier as of 2026-05-22
κ (discount)
0.643
Brier
0.0144
excellent
Hits / Misses
1 / 0
of 2 resolved
Hit rate
50.0%
Calibration plot (stated vs observed)

Evidence about this node from Salim Ismail 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

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

4 prob_history rows
0%25%50%75%100%prior 50%2026-04-302026-05-102026-06-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 34.0%

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 fired ✓ · 3 overdue ⏱ · 1 pending
  1. 2026-05-01 → 2026-06-21overdueAI-private-company secondary valuations widen vs. revenue multiples
    How: Forge/EquityZen secondary market shows AI unicorn revenue multiples expand >50% vs trailing 12-month software comps without commensurate ARR growth
    Source: futurist:Salim Ismail narrative-leverage warningconf 50%
  2. 2026-05-01 → 2026-06-21overdueAI public-name short interest rises above 5% float on 3+ AI plays
    How: FINRA bi-monthly short interest reports show >=3 AI-narrative names (e.g., AI, BBAI, SOUN, PLTR, IONQ) with short interest >5% float
    Source: macro: capital-vs-fundamentals divergenceconf 55%
  3. 2026-05-01 → 2026-06-21overdueAI unicorn down-round or failed raise reported
    How: TechCrunch/PitchBook/The Information confirms one private AI unicorn raises at >=20% lower valuation than prior round, citing fundamentals
    Source: training-window inferenceconf 40%
  4. 2026-05-01 → 2026-06-30pendingAI sector ETF or basket underperforms SPY by >5% in single month
    How: BOTZ/ROBO/AIQ trailing 1-month return underperforms SPY by >=5pp
    Source: ETF performance reportingconf 35%
  5. 2026-07-01 → 2027-03-31pendingFirst sustained AI valuation reset (>15% drawdown) on AI-software basket
    How: Mag-7 ex-AAPL or AI-pure basket draws down >=15% peak-to-trough with macro commentary citing 'narrative leverage exhaustion'
    Source: macro cascade if Ismail thesis correctconf 30%
  6. 2036-08-14pendingPeople will be on Mars within 10 years
  7. 2036-09-06pendingMoon base will exist in 10 years

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: 34%)

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
metadata_milestone_miss_sweep2026-06-03T22:11:45Z34.0%-8.9pp
metadata_milestone_miss_sweep bayesian_v2 n=3 inside=0.340 blend=0.340 LLR=-0.378 κ=0.64 no_blend
Raw metadata
{
  "trf": 0.8991436897318007,
  "kappa": 0.6429,
  "base_rate": null,
  "predictor": "Salim Ismail",
  "total_llr": -1.2163953243244932,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": -0.2873794418127731,
  "bayes_factor": "1.5:1 against",
  "blend_reason": "no reference_class linked",
  "inside_prior": 0.4286455437988523,
  "kappa_source": "predictor_table",
  "n_milestones": 3,
  "blend_applied": false,
  "contributions": [
    {
      "llr": -0.4054651081081644,
      "kind": "llm_pre_event",
      "kappa": 0.32145,
      "label": "AI-private-company secondary valuations widen vs. revenue multiples",
      "weight": 0.4,
      "strength": "weak",
      "confidence": 0.5,
      "source_url": null,
      "adjusted_llr": -0.13033675900136946,
      "expected_date": "2026-05-26",
      "measurement_criterion": "Forge/EquityZen secondary market shows AI unicorn revenue multiples expand >50% vs trailing 12-month software comps without commensurate ARR growth"
    },
    {
      "llr": -0.4054651081081644,
      "kind": "llm_pre_event",
      "kappa": 0.35359500000000005,
      "label": "AI public-name short interest rises above 5% float on 3+ AI plays",
      "weight": 0.4,
      "strength": "weak",
      "confidence": 0.55,
      "source_url": null,
      "adjusted_llr": -0.14337043490150642,
      "expected_date": "2026-05-26",
      "measurement_criterion": "FINRA bi-monthly short interest reports show >=3 AI-narrative names (e.g., AI, BBAI, SOUN, PLTR, IONQ) with short interest >5% float"
    },
    {
      "llr": -0.4054651081081644,
      "kind": "llm_pre_event",
      "kappa": 0.25716,
      "label": "AI unicorn down-round or failed raise reported",
      "weight": 0.4,
      "strength": "weak",
      "confidence": 0.4,
      "source_url": null,
      "adjusted_llr": -0.10426940720109555,
      "expected_date": "2026-05-26",
      "measurement_criterion": "TechCrunch/PitchBook/The Information confirms one private AI unicorn raises at >=20% lower valuation than prior round, citing fundamentals"
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.3705994171877395,
  "outside_weight": 0.6294005828122605,
  "posterior_prob": 0.33953747910218013,
  "posterior_logit": -0.6653560429167446,
  "predictor_brier": 0.01445,
  "inside_posterior": 0.33953747910218013,
  "blended_posterior": 0.33953747910218013,
  "reference_class_id": null,
  "total_adjusted_llr": -0.37797660110397147,
  "predictor_n_resolved": 2
}
LBP2026-05-10T02:00:02Z42.9%-1.3pp
Network propagation: 44.1% → 42.9%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-04-30T16:39:51Z44.1%-2.0pp
Network propagation: 46.1% → 44.1%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z46.1%-3.9pp
Network propagation: 50.0% → 46.1%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef

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
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.500+0.115
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.500+0.093
prereq238_009
Recursive self-improvement is already happening now (no longAlex Wissner-Gross
78.1%0.5000.050+0.058
prereq242_057
Artemis 2 launches April 1, 2026 - circumlunar missionPeter Diamandis
56.2%0.5000.050-0.043
prereq235_038
David Sinclair begins partial epigenetic reprogramming trialPeter Diamandis
74.0%0.5000.050+0.040

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq235_030
Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203Ray Kurzweil
39.2%0.7500.050-0.083
prereq239_009
People will be on Mars within 10 yearsElon Musk
30.9%0.5500.050-0.074
prereq232_047
Mass drivers on the moon will shoot AI satellites into deep Elon Musk
30.0%0.5500.050-0.064
prereq239_008
Moon base will exist in 10 yearsElon Musk
28.8%0.5500.050-0.052
prereqSEM_034
True artificial general intelligence will be achieved betweeDemis Hassabis
28.7%0.5500.050-0.051

Ticker exposure

21 ticker(s) linked

Beneficiaries (14)

SOUNNVDAGTLBAIBBAITCEHYAMZNBABAGOOGLIBMMETAMSFTORCLSHOP

Adverse (7)

ACNCTSHFRSHCHGGIBMINFYPEGA

Prerequisites (5)

Predictions that must hit first
TypePredTitleDomainLag
prereq238_009Recursive self-improvement is already happening now (no longer three years out)AI
prereq235_038David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.Biotech/Longevity
prereq242_057Artemis 2 launches April 1, 2026 - circumlunar missionSpace
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq235_030Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.Biotech/Longevity
prereqSEM_034True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve everything else'.AI/AGI
prereq239_008Moon base will exist in 10 yearsSpace
prereq239_009People will be on Mars within 10 yearsSpace
prereq232_047Mass drivers on the moon will shoot AI satellites into deep space; self-sustaining lunar city will follow.Space

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=LVvleNtllPk",
  "mode": "THESIS",
  "role": "Host",
  "context": "Capital is chasing AI stories faster than the operating reality really justifies.",
  "to_year": 2026,
  "verbatim": "Capital is chasing AI stories faster than the operating reality really justifies. And the careful thing here is that you're you better make sure your narrative leverage doesn't outperform and outpace your your business model leverage.",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "present/near term",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "prereq",
      "label": "Recursive self-improvement is already happening now (no longer three years out)",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "238_009",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "235_038",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Artemis 2 launches April 1, 2026 - circumlunar mission",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "242_057",
      "expected_date": "2026-04-30",
      "observed_date": "2026-04-30"
    },
    {
      "kind": "llm_pre_event",
      "label": "AI-private-company secondary valuations widen vs. revenue multiples",
      "source": "futurist:Salim Ismail narrative-leverage warning",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.5,
      "expected_date": "2026-05-26",
      "miss_emitted_at": "2026-06-03T22:11:45.571008+00:00",
      "miss_emitted_by": "metadata_milestone_sweep",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2026-06-21",
        "from": "2026-05-01"
      },
      "measurement_criterion": "Forge/EquityZen secondary market shows AI unicorn revenue multiples expand >50% vs trailing 12-month software comps without commensurate ARR growth"
    },
    {
      "kind": "llm_pre_event",
      "label": "AI public-name short interest rises above 5% float on 3+ AI plays",
      "source": "macro: capital-vs-fundamentals divergence",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.55,
      "expected_date": "2026-05-26",
      "miss_emitted_at": "2026-06-03T22:11:45.571008+00:00",
      "miss_emitted_by": "metadata_milestone_sweep",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2026-06-21",
        "from": "2026-05-01"
      },
      "measurement_criterion": "FINRA bi-monthly short interest reports show >=3 AI-narrative names (e.g., AI, BBAI, SOUN, PLTR, IONQ) with short interest >5% float"
    },
    {
      "kind": "llm_pre_event",
      "label": "AI unicorn down-round or failed raise reported",
      "source": "training-window inference",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.4,
      "expected_date": "2026-05-26",
      "miss_emitted_at": "2026-06-03T22:11:45.571008+00:00",
      "miss_emitted_by": "metadata_milestone_sweep",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2026-06-21",
        "from": "2026-05-01"
      },
      "measurement_criterion": "TechCrunch/PitchBook/The Information confirms one private AI unicorn raises at >=20% lower valuation than prior round, citing fundamentals"
    },
    {
      "kind": "llm_post_event",
      "label": "AI sector ETF or basket underperforms SPY by >5% in single month",
      "source": "ETF performance reporting",
      "status": "pending",
      "weight": 0.4,
   
... (truncated)