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SEM_007predictionAI/Strategy$100T

Altman strategy: capture 90% of global compute/AI market — treat compute infrastructure as monopolistic foundational utility.

Predictor: Sam Altman

Prior probability
25.0%
Current probability
23.2%
evolves via intake + LBP
Conviction
4/5
Signal quality
A
Resolution
pending
Window
2026-01-01 – 2030-12-31
Edges in / out
5 / 0
Tickers exposed
29

Prediction text

Altman strategy: capture 90% of global compute/AI market — treat compute infrastructure as monopolistic foundational utility. | Competitive revenue disclosures

Key catalyst: Competitive revenue disclosures

Watch events: OpenAI market-share disclosures; Anthropic/Google/xAI quarterly revenue growth rates

Resolution evidence

Status: pending

Anthropic surpassed OpenAI in ARR Apr 2026 ($30B vs $24-25B); Google Gemini + Anthropic Claude capturing enterprise segments rapidly. 90% share thesis refuted in early stages.

Predictor: Sam Altman

κ + Brier as of 2026-05-22
κ (discount)
0.583
Brier
0.0625
excellent
Hits / Misses
0 / 0
of 1 resolved
Hit rate
0.0%
Calibration plot (stated vs observed)

Evidence about this node from Sam Altman 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

1 prob_history rows
0%25%50%75%100%prior 25%2026-04-30
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 23.2%

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: 2 fired ✓ · 5 pending
  1. 2026-03-31hitOpenAI raises $122B at $852B valuation — capital scale for compute monopoly bid
    How: OpenAI closes funding round at $850B+ valuation, $122B committed capital — capital scale required for 90% market capture attempt
    Source: https://openai.com/index/accelerating-the-next-phase-ai/conf 99%
    Notes: HIT — capital scale for monopoly attempt. $1.4T total commitments per Altman.
  2. 2026-04-30hitStargate exceeds 10GW infrastructure committed (target was 2029)
    How: OpenAI announces Stargate project has secured ≥10GW US AI infrastructure ahead of original 2029 timeline
    Source: https://openai.com/index/building-the-compute-infrastructure-for-the-intelligence-age/conf 95%
    Notes: HIT — 10GW already exceeded; 3GW added in last 90 days. Speed = monopoly aspiration signal.
  3. 2026-11-11pendingQ1 window check-in (25%)
  4. 2026-06-01 → 2027-06-30pendingOpenAI revenue crosses $30B annualized run-rate
    How: OpenAI publicly discloses annualized revenue ≥$30B (vs ~$13B in 2025)
    Source: OpenAI 2025 revenue ~$13B; 2026 funding implies aggressive trajectoryconf 65%
  5. 2027-09-21pendingQ2 window check-in (50%)
  6. 2027-01-01 → 2029-06-30pendingOpenAI's enterprise market share crosses 50% of foundation model spend
    How: Industry analyst (Gartner/IDC/SemiAnalysis) reports OpenAI captures ≥50% of enterprise foundation model spend, OR ≥50% of API token revenue
    Source: Trajectory from current OpenAI dominance + Stargate scaleconf 40%
    Notes: 50% would be plausible market-leadership; 90% (Altman's stated goal) is far harder.
  7. 2028-07-31pendingQ3 window check-in (75%)
  8. 2028-01-01 → 2030-12-31pendingOpenAI explicitly described or regulated as 'utility-like' AI infrastructure
    How: Senate hearing, FTC investigation, or major regulatory filing characterizes OpenAI's compute infrastructure as utility-like / dominant-firm
    Source: OpenAI's $1.4T commitments + Altman utility framingconf 50%
    Notes: Cascade — utility regulation = realization of Altman's 'foundational utility' framing.

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: 23%)

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
LBP2026-04-30T02:18:57Z23.2%-1.8pp
Network propagation: 25.0% → 23.2%
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
killerTK05
Rate Regime Persistence (10y > 5% through 2028)
30.0%0.0500.250-0.042
killerTK04
Macro Recession 2026-27 (Structural Deleveraging)
25.0%0.0500.250-0.032
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.250-0.006
killerTK10
$100T Sovereign Debt Crisis
12.0%0.0500.250-0.006
killerTK12
Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Revers
8.0%0.0500.250+0.002

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

29 ticker(s) linked

Beneficiaries (23)

SOUNCRCLIRBTRIOTMARASYMFANUYNVDABBAIGTLBAIABBNYAMZNCOINGOOGLHOODIBMMETAMSFTORCLSHOPTSLAXYZ

Adverse (5)

HYGEMBMUBTLTLQD

Prerequisites (5)

Predictions that must hit first
TypePredTitleDomainLag
killerTK05Rate Regime Persistence (10y > 5% through 2028)
killerTK04Macro Recession 2026-27 (Structural Deleveraging)
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK10$100T Sovereign Debt Crisis
killerTK12Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Reversal)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (3)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "90% market share",
  "mode": "THESIS",
  "role": "Guest-CEO",
  "context": "OpenAI restructuring (removing profit caps, $500B colossus) reflects intent to capture 90% of global AI market.",
  "to_year": 2030,
  "conv_cues": "effectively treating compute as monopolistic utility",
  "direction": "NUMERIC_TARGET",
  "from_year": 2026,
  "timeframe": "2026-2030+",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "OpenAI raises $122B at $852B valuation — capital scale for compute monopoly bid",
      "notes": "HIT — capital scale for monopoly attempt. $1.4T total commitments per Altman.",
      "source": "https://openai.com/index/accelerating-the-next-phase-ai/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://openai.com/index/accelerating-the-next-phase-ai/",
      "expected_date": "2026-03-31",
      "observed_date": "2026-03-31",
      "research_origin": "deep_research",
      "measurement_criterion": "OpenAI closes funding round at $850B+ valuation, $122B committed capital — capital scale required for 90% market capture attempt"
    },
    {
      "kind": "llm_pre_event",
      "label": "Stargate exceeds 10GW infrastructure committed (target was 2029)",
      "notes": "HIT — 10GW already exceeded; 3GW added in last 90 days. Speed = monopoly aspiration signal.",
      "source": "https://openai.com/index/building-the-compute-infrastructure-for-the-intelligence-age/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://openai.com/index/building-the-compute-infrastructure-for-the-intelligence-age/",
      "expected_date": "2026-04-30",
      "observed_date": "2026-04-30",
      "research_origin": "deep_research",
      "measurement_criterion": "OpenAI announces Stargate project has secured ≥10GW US AI infrastructure ahead of original 2029 timeline"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2026-11-11",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "OpenAI revenue crosses $30B annualized run-rate",
      "source": "OpenAI 2025 revenue ~$13B; 2026 funding implies aggressive trajectory",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.65,
      "expected_date": "2026-12-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-06-30",
        "from": "2026-06-01"
      },
      "measurement_criterion": "OpenAI publicly discloses annualized revenue ≥$30B (vs ~$13B in 2025)"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -3,
      "source_id": null,
      "expected_date": "2027-09-21",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "OpenAI's enterprise market share crosses 50% of foundation model spend",
      "notes": "50% would be plausible market-leadership; 90% (Altman's stated goal) is far harder.",
      "source": "Trajectory from current OpenAI dominance + Stargate scale",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.4,
      "expected_date": "2028-03-31",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2029-06-30",
        "from": "2027-01-01"
      },
      "measurement_criterion": "Industry analyst (Gartner/IDC/SemiAnalysis) reports OpenAI captures ≥50% of enterprise foundation model spend, OR ≥50% of API token revenue"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in
... (truncated)