Altman strategy: capture 90% of global compute/AI market — treat compute infrastructure as monopolistic foundational utility.
Predictor: Sam Altman
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
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
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
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2026-03-31hitOpenAI raises $122B at $852B valuation — capital scale for compute monopoly bidHow: OpenAI closes funding round at $850B+ valuation, $122B committed capital — capital scale required for 90% market capture attemptSource: https://openai.com/index/accelerating-the-next-phase-ai/conf 99%Notes: HIT — capital scale for monopoly attempt. $1.4T total commitments per Altman.
- 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 timelineSource: 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.
- 2026-11-11pendingQ1 window check-in (25%)
- 2026-06-01 → 2027-06-30pendingOpenAI revenue crosses $30B annualized run-rateHow: OpenAI publicly discloses annualized revenue ≥$30B (vs ~$13B in 2025)Source: OpenAI 2025 revenue ~$13B; 2026 funding implies aggressive trajectoryconf 65%
- 2027-09-21pendingQ2 window check-in (50%)
- 2027-01-01 → 2029-06-30pendingOpenAI's enterprise market share crosses 50% of foundation model spendHow: Industry analyst (Gartner/IDC/SemiAnalysis) reports OpenAI captures ≥50% of enterprise foundation model spend, OR ≥50% of API token revenueSource: Trajectory from current OpenAI dominance + Stargate scaleconf 40%Notes: 50% would be plausible market-leadership; 90% (Altman's stated goal) is far harder.
- 2028-07-31pendingQ3 window check-in (75%)
- 2028-01-01 → 2030-12-31pendingOpenAI explicitly described or regulated as 'utility-like' AI infrastructureHow: Senate hearing, FTC investigation, or major regulatory filing characterizes OpenAI's compute infrastructure as utility-like / dominant-firmSource: OpenAI's $1.4T commitments + Altman utility framingconf 50%Notes: Cascade — utility regulation = realization of Altman's 'foundational utility' framing.
What if this resolves?
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
Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| killer | TK05 Rate Regime Persistence (10y > 5% through 2028) | 30.0% | 0.050 | 0.250 | -0.042 |
| killer | TK04 Macro Recession 2026-27 (Structural Deleveraging) | 25.0% | 0.050 | 0.250 | -0.032 |
| killer | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | 12.0% | 0.050 | 0.250 | -0.006 |
| killer | TK10 $100T Sovereign Debt Crisis | 12.0% | 0.050 | 0.250 | -0.006 |
| killer | TK12 Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Revers | 8.0% | 0.050 | 0.250 | +0.002 |
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (23)
Adverse (5)
Prerequisites (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| killer | TK05 | Rate Regime Persistence (10y > 5% through 2028) | — | — |
| killer | TK04 | Macro Recession 2026-27 (Structural Deleveraging) | — | — |
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
| killer | TK10 | $100T Sovereign Debt Crisis | — | — |
| killer | TK12 | Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Reversal) | — | — |
Dependents (0)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| No dependents | ||||
Linked documents (3)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.672 | arxiv | Strat-LLM: Stratified Strategy Alignment for LLM-based Stock Trading with Real-time Multi-Source Signals | — | mentions | pending | 2026-05-07 |
| 0.656 | arxiv | Should Demand Models Incorporate Competitor Prices? Oblivious Learning and Algorithmic Collusion | — | mentions | pending | 2026-06-03 |
| 0.608 | arxiv | Effective Performance Measurement: Challenges and Opportunities in KPI Extraction from Earnings Calls | — | mentions | pending | 2026-05-04 |
Raw metadata
{
"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)