OpenAI planning $100B infrastructure spend, going public this year at $1T valuation.
Predictor: Peter Diamandis · ep#231 "Top AI News: Sonnet 4.6, Grok 4.2, Gemini 3 Deep Think, and OpenClaw | EP #231" · source
Prediction text
OpenAI planning $100B infrastructure spend, going public this year at $1T valuation. | OpenAI is planning a hundred billion infrastructure spend, right? Uh they're trying to go public this year with a trillion dollar valuation and that money is going to be used to build out data centers and energy plants.
Watch events: OpenAI next funding round; IPO timing; revenue disclosures
Verbatim quote
OpenAI is planning a hundred billion infrastructure spend, right? Uh they're trying to go public this year with a trillion dollar valuation and that money is going to be used to build out data centers and energy plants.
Resolution evidence
OpenAI $100B Stargate commitment announced; IPO not filed but secondary at $852B. 'Going public this year' TBD.
Predictor: Peter Diamandis
Calibration plot (stated vs observed)
Evidence about this node from Peter Diamandis 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: ipo_trillion_plus
Trillion-dollar private company IPO at announced valuation within 12 months of S-1
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
Milestone chain
- 2025-01-21hitOpenAI announces $500B Stargate Project (5x stated $100B spend)How: OpenAI publicly announces multi-year AI infrastructure investment >=$100B with named partners (Oracle, SoftBank, MGX)Source: https://openai.com/index/announcing-the-stargate-project/ — OpenAI announces $500B Stargate Project with $100B immediate deploymentconf 99%Notes: HIT (over-delivered) — Stargate $500B announced Jan 2025, dwarfing the prediction's $100B figure. Partners: Oracle, SoftBank, MGX. First Texas site live Sep 2025.
- 2026-03-15hitOpenAI raises $122B Series funding round at ~$852B valuationHow: OpenAI closes private round >=$100B at valuation >=$800B from named institutional investorsSource: https://openai.com/index/accelerating-the-next-phase-ai/ — OpenAI raises $122B with SoftBank, Amazon, Nvidiaconf 95%Notes: HIT — pre-IPO valuation already $852B as of early 2026; $1T IPO target consistent.
- 2026-05-01 → 2026-08-31pendingOpenAI confidential S-1 filing with SECHow: OpenAI files confidential Form S-1 with SEC (typical 90-180 days before pricing)Source: https://www.indexbox.io/blog/openai-targets-q4-2026-ipo-with-1-trillion-valuation-goal/conf 65%Notes: Q2 2026 confidential filing reported as the working plan; not yet observed as of 2026-04-30.
- 2026-06-01 → 2026-12-31pendingOpenAI annualized revenue crosses $30B run-rateHow: OpenAI discloses or Sacra/Bloomberg estimates ARR >=$30B (must support $1T multiple ~33x)Source: https://www.fool.com/investing/2026/04/05/5-things-to-know-about-openai-before-its-ipo/conf 70%Notes: Sacra: $25B ARR Feb 2026, growing ~25%/2-mo. $30B by mid-2026 highly likely; underwrites IPO multiple.
- 2026-10-01 → 2026-12-15pendingOpenAI IPO pricing/listing at >=$1T valuationHow: OpenAI shares price for public listing on NYSE/NASDAQ at fully-diluted market cap >=$1TSource: https://zestlab.io/en/trends/openai-ipo-2026 — Q4 2026 filing targetconf 45%Notes: $1T is at upper end of analyst range ($852B-$1T); macro conditions and AI capex sentiment will drive the gap.
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
Raw metadata
{
"source": "backfill_resolution_history.py",
"status": "partial",
"bayesian_v2": false,
"outcome_prob": 0.5,
"evidence_kind": "resolution_terminal",
"posterior_prob": 0.5,
"delta_to_outcome": -0.11079000000000006,
"inside_posterior": 0.61079,
"validation_notes": "OpenAI $100B Stargate commitment announced; IPO not filed but secondary at $852B. 'Going public this year' TBD.",
"validation_status": "hit",
"pre_resolution_prob": 0.61079,
"resolution_evidence": "OpenAI $100B Stargate commitment announced; IPO not filed but secondary at $852B. 'Going public this year' TBD.",
"does_not_update_current_prob": true
}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 | TK09 Energy Grid Cap (Data Center Power Wall) | 35.0% | 0.050 | 0.720 | -0.095 |
| prereq | SEM_015 Nvidia agreed to remit 15% of China chip-sale revenue direct — Jensen Huang | 66.3% | 0.720 | 0.050 | -0.081 |
| prereq | SEM_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $5 — Joseph Moore | 68.3% | 0.720 | 0.050 | -0.080 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.720 | +0.073 |
| killer | TK05 Rate Regime Persistence (10y > 5% through 2028) | 30.0% | 0.050 | 0.720 | -0.061 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 232_055 We're exiting the industrial age permanently as recursive se — Peter Diamandis | 35.5% | 0.700 | 0.050 | +0.068 |
| prereq | 244_019 Peter's son won't need a driver's license in 2 years — Peter Diamandis | 48.4% | 0.920 | 0.050 | +0.065 |
| prereq | 230_020 Peter's 14-year-old son Milan will never get a driver's lice — Peter Diamandis | 34.7% | 0.650 | 0.050 | +0.047 |
| prereq | 242_031 Most large companies' business models will be disrupted in 2 — Peter Diamandis | 36.1% | 0.650 | 0.050 | +0.033 |
| prereq | 247_023 AI will be able to do everything a white collar worker does — Dave Blundin | 40.8% | 0.720 | 0.050 | +0.027 |
Ticker exposure
Beneficiaries (24)
Adverse (6)
Prerequisites (11)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | SEM_011 | Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips. | Capital Markets | — |
| prereq | SEM_027 | Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon. | Capital Markets | — |
| prereq | SEM_014 | Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025). | Manufacturing | — |
| prereq | SEM_012 | Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. | AI/Manufacturing | — |
| prereq | SEM_015 | Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans. | Policy/Semis | — |
| correlate | S_IPO_TRILLION_2027 | First $1T+ IPO in 2027 | ipo_trillion_plus | — |
| killer | TK09 | Energy Grid Cap (Data Center Power Wall) | — | — |
| killer | TK05 | Rate Regime Persistence (10y > 5% through 2028) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK02 | AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 244_019 | Peter's son won't need a driver's license in 2 years | Auto/Transport | — |
| prereq | 247_023 | AI will be able to do everything a white collar worker does imminently | AI | — |
| prereq | 232_055 | We're exiting the industrial age permanently as recursive self-improvement unfolds. | AI | — |
| prereq | 242_031 | Most large companies' business models will be disrupted in 2-5 years | Markets/Stocks | — |
| prereq | 230_020 | Peter's 14-year-old son Milan will never get a driver's license. | Auto/Transport | — |
Validations (1)
| Observed at | Status | By | Notes |
|---|---|---|---|
| 2026-04-29 | hit | thesis_timeline_v1.0_import | OpenAI $100B Stargate commitment announced; IPO not filed but secondary at $852B. 'Going public this year' TBD. |
Linked documents (6)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.651 | manifold | Will OpenRouter's top 3 most used models all cost less than $1.00 per million tokens on Dec 31, 2026? | 42% | mentions | pending | 2026-06-01 |
| 0.613 | gdelt | ki infrastruktur treibt speicherpreise auf rekordhoehen 899723 | — | mentions | pending | 2026-04-30 |
| 0.612 | manifold | How much mana will be spent buying tickets for the first $100 draw? | — | mentions | pending | 2026-05-02 |
| 0.610 | gdelt | openais founding promise goes on trial a 31550 | — | mentions | pending | 2026-04-30 |
| 0.610 | gdelt | openais founding promise goes on trial a 31550 | — | mentions | pending | 2026-04-30 |
| 0.558 | gdelt | victims families sue openai over 212750411.html | — | mentions | pending | 2026-04-30 |
Raw metadata
{
"nia": false,
"qty": "$1T valuation, $100B spend",
"url": "https://www.youtube.com/watch?v=HklyjXKYFng",
"mode": "FORECAST",
"role": "Host",
"context": "OpenAI is planning a hundred billion infrastructure spend, right? Uh they're trying to go public this year with a trillion dollar valuation and that money is going to be used to build out data centers and energy plants.",
"to_year": 2026,
"verbatim": "OpenAI is planning a hundred billion infrastructure spend, right? Uh they're trying to go public this year with a trillion dollar valuation and that money is going to be used to build out data centers and energy plants.",
"conv_cues": "trying to",
"direction": "NUMERIC_TARGET",
"from_year": 2026,
"timeframe": "this year (2026)",
"conv_level": "MEDIUM",
"milestones": [
{
"kind": "llm_pre_event",
"label": "OpenAI announces $500B Stargate Project (5x stated $100B spend)",
"notes": "HIT (over-delivered) — Stargate $500B announced Jan 2025, dwarfing the prediction's $100B figure. Partners: Oracle, SoftBank, MGX. First Texas site live Sep 2025.",
"source": "https://openai.com/index/announcing-the-stargate-project/ — OpenAI announces $500B Stargate Project with $100B immediate deployment",
"status": "hit",
"weight": 0.4,
"ordinal": -6,
"source_id": null,
"confidence": 0.99,
"source_url": "https://openai.com/index/announcing-the-stargate-project/",
"expected_date": "2025-01-21",
"observed_date": "2025-01-21",
"research_origin": "deep_research",
"measurement_criterion": "OpenAI publicly announces multi-year AI infrastructure investment >=$100B with named partners (Oracle, SoftBank, MGX)"
},
{
"kind": "llm_pre_event",
"label": "OpenAI raises $122B Series funding round at ~$852B valuation",
"notes": "HIT — pre-IPO valuation already $852B as of early 2026; $1T IPO target consistent.",
"source": "https://openai.com/index/accelerating-the-next-phase-ai/ — OpenAI raises $122B with SoftBank, Amazon, Nvidia",
"status": "hit",
"weight": 0.4,
"ordinal": -5,
"source_id": null,
"confidence": 0.95,
"source_url": "https://openai.com/index/accelerating-the-next-phase-ai/",
"expected_date": "2026-03-15",
"observed_date": "2026-03-15",
"research_origin": "deep_research",
"measurement_criterion": "OpenAI closes private round >=$100B at valuation >=$800B from named institutional investors"
},
{
"kind": "prereq",
"label": "Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.",
"status": "hit",
"weight": 0.5,
"ordinal": -4,
"source_id": "SEM_011",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.",
"status": "hit",
"weight": 0.5,
"ordinal": -3,
"source_id": "SEM_027",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).",
"status": "hit",
"weight": 0.5,
"ordinal": -2,
"source_id": "SEM_014",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
"status": "hit",
"weight": 0.5,
"ordinal": -1,
"source_id": "SEM_012",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "event",
"label": "OpenAI planning
... (truncated)