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240_058predictionAIAI-scaling

OpenAI throttling back on $1.6T Stargate plans

Predictor: Alex Wissner-Gross · ep#240 "NVIDIA's $1 Trillion Prediction, Anthropic Beats OpenAI, Tesla vs. TSMC & The CS Job Collapse" · source

Prior probability
45.0%
Current probability
38.3%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-06-01 – 2026-06-30
Edges in / out
11 / 5
Tickers exposed
37

Prediction text

OpenAI throttling back on $1.6T Stargate plans | they're throttling back on their $1.6 trillion Stargate plans.

Watch events: OpenAI next funding round; IPO timing; revenue disclosures

Verbatim quote

From episode "NVIDIA's $1 Trillion Prediction, Anthropic Beats OpenAI, Tesla vs. TSMC & The CS Job Collapse"
they're throttling back on their $1.6 trillion Stargate plans.

Predictor: Alex Wissner-Gross

κ + Brier as of 2026-05-22
κ (discount)
0.844
Brier
0.0341
excellent
Hits / Misses
6 / 1
of 11 resolved
Hit rate
54.5%
Calibration plot (stated vs observed)

Evidence about this node from Alex Wissner-Gross 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

3 prob_history rows
0%25%50%75%100%prior 45%2026-04-302026-04-302026-05-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 38.3%

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: 6 fired ✓
  1. 2026-02-01hitOpenAI revises Stargate compute spend target down from $1.4T to ~$600B
    How: OpenAI tells investors revised compute target through 2030 is roughly $600B vs late-2025 $1.4T figure (a 57% reduction); confirmed by Fintool, Bloomberg, or comparable financial press
    Source: https://fintool.com/news/openai-600b-compute-resetconf 95%
  2. 2026-04-09hitOpenAI pauses or cancels named Stargate site (UK, Norway, or other)
    How: OpenAI publicly halts at least one named Stargate data-center project (Stargate UK paused April 9, 2026; Stargate Norway transferred to Microsoft April 15, 2026); confirmed via CNBC, Bloomberg
    Source: https://www.cnbc.com/2026/04/09/openai-halts-uk-stargate-project.htmlconf 99%
  3. 2026-04-01 → 2026-12-31pendingMicrosoft (or another partner) absorbs >50% of capacity originally earmarked for Stargate
    How: Microsoft, Oracle, SoftBank, or Google publicly takes over >=50% of capacity from Stargate sites or assumes lead-developer role on >=2 Stargate-named sites; confirmed via Bloomberg/Reuters
    Source: https://www.cnbc.com/2026/04/15/openai-stargate-norway-project-microsoft.htmlconf 70%
  4. 2026-05-01 → 2026-12-31pendingOpenAI publicly announces Stargate-org restructuring or replacement initiative
    How: OpenAI announces formal restructuring of Stargate LLC, replacement of executive team, or rebrand/replacement initiative tied to compute build-out; confirmed via OpenAI press release or Bloomberg
    Source: https://medium.com/@noahbean3396/stargates-first-crack-reveals-the-fault-lines-beneath-ai-s-trillion-dollar-buildout-1a3e5476b760conf 60%
  5. 2026-07-01 → 2027-06-30pendingCascade: AI-capex reset narrative dominates earnings cycle (>=3 hyperscalers cite Stargate retrenchment)
    How: In Q2-Q4 2026 earnings, at least 3 of {MSFT, GOOGL, META, AMZN, ORCL} explicitly cite Stargate retrenchment, AI-capex reset, or revised compute-demand projections as material to guidance
    Source: https://www.tomshardware.com/tech-industry/artificial-intelligence/stargate-ai-data-centers-for-openai-reportedly-delayed-by-squabbles-between-partners-sources-say-openai-oracle-and-softbank-disagreed-on-who-would-have-ultimate-control-of-the-planned-data-centersconf 55%
  6. 2027-12-01 → 2030-12-31pendingCascade: Cumulative Stargate compute capacity through 2030 below 1 GW realized
    How: Independent analyst (SemiAnalysis, Synergy Research, Dell'Oro) reports cumulative Stargate-branded operational capacity by 2030 is below 1 GW vs original 5GW+ ambition; published in industry report or major outlet
    Source: https://finance.biggo.com/news/gwEJ350BLfE1EzqP7-BQconf 50%

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: 38%)

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
LBP2026-05-03T02:00:01Z38.3%-1.4pp
Network propagation: 39.7% → 38.3%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z39.7%-2.1pp
Network propagation: 41.9% → 39.7%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z41.9%-3.1pp
Network propagation: 45.0% → 41.9%
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
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.450-0.073
prereqSEM_015
Nvidia agreed to remit 15% of China chip-sale revenue directJensen Huang
66.3%0.4500.050-0.065
prereqSEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $5Joseph Moore
68.3%0.4500.050-0.064
killerTK05
Rate Regime Persistence (10y > 5% through 2028)
30.0%0.0500.450-0.053
prereqSEM_012
Nvidia quadrupled chip production output while only doublingJensen Huang
75.0%0.4500.050-0.036

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq248_040
Pausing AI will fail and only accelerate race dynamics.Alex Wissner-Gross
53.0%0.9200.050-0.154
prereq244_019
Peter's son won't need a driver's license in 2 yearsPeter Diamandis
48.4%0.9200.050-0.108
prereq247_023
AI will be able to do everything a white collar worker does Dave Blundin
40.8%0.7200.050-0.106
prereq242_031
Most large companies' business models will be disrupted in 2Peter Diamandis
36.1%0.6500.050-0.086
prereq232_055
We're exiting the industrial age permanently as recursive sePeter Diamandis
35.5%0.7000.050-0.061

Ticker exposure

37 ticker(s) linked

Beneficiaries (24)

MUWULFIRENEQIXALABAPLDASMIYASMLPLABNVDANBISCRWVAAPLAMTAMZNDELLGOOGLIRMLNVGYMETAMSFTORCLSFTBYSTX

Adverse (6)

ACNGENCHGGIBMWNSLRN

Prerequisites (11)

Predictions that must hit first
TypePredTitleDomainLag
prereqSEM_011Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.Capital Markets
prereqSEM_027Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.Capital Markets
prereqSEM_014Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).Manufacturing
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
prereqSEM_015Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.Policy/Semis
correlateS_GRID_50GW_202750GW dedicated AI/data center grid by Dec 2027energy_grid_expansion
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK05Rate Regime Persistence (10y > 5% through 2028)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq244_019Peter's son won't need a driver's license in 2 yearsAuto/Transport
prereq248_040Pausing AI will fail and only accelerate race dynamics.AI
prereq247_023AI will be able to do everything a white collar worker does imminentlyAI
prereq232_055We're exiting the industrial age permanently as recursive self-improvement unfolds.AI
prereq242_031Most large companies' business models will be disrupted in 2-5 yearsMarkets/Stocks

Linked documents (3)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.654manifoldWill OpenRouter's top 3 most used models all cost less than $1.00 per million tokens on Dec 31, 2026?42%mentionspending2026-06-01
0.558manifoldFREE 1K MANA80%mentionspending2026-05-04
0.495edgar_8kCHARTER COMMUNICATIONS, INC. /MO/ (CHTR) (CIK 0001091667)mentionspending2026-05-19

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "$1.6 trillion",
  "url": "https://www.youtube.com/watch?v=uOGHXAfvK8w",
  "mode": "THESIS",
  "role": "Host",
  "context": "OpenAI has actually started to scale back their Stargate plans... They're throttling back on their $1.6 trillion Stargate plans.",
  "to_year": 2026,
  "verbatim": "they're throttling back on their $1.6 trillion Stargate plans.",
  "direction": "DOWN",
  "from_year": 2026,
  "timeframe": "Current/near-term",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "OpenAI revises Stargate compute spend target down from $1.4T to ~$600B",
      "source": "https://fintool.com/news/openai-600b-compute-reset",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.95,
      "expected_date": "2026-02-01",
      "observed_date": "2026-02-01",
      "research_origin": "training",
      "measurement_criterion": "OpenAI tells investors revised compute target through 2030 is roughly $600B vs late-2025 $1.4T figure (a 57% reduction); confirmed by Fintool, Bloomberg, or comparable financial press"
    },
    {
      "kind": "llm_pre_event",
      "label": "OpenAI pauses or cancels named Stargate site (UK, Norway, or other)",
      "source": "https://www.cnbc.com/2026/04/09/openai-halts-uk-stargate-project.html",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.99,
      "expected_date": "2026-04-09",
      "observed_date": "2026-04-09",
      "research_origin": "training",
      "measurement_criterion": "OpenAI publicly halts at least one named Stargate data-center project (Stargate UK paused April 9, 2026; Stargate Norway transferred to Microsoft April 15, 2026); confirmed via CNBC, Bloomberg"
    },
    {
      "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 throttling back on $1.6T Stargate plans",
      "status": "pending",
      "weight": 1,
      "ordinal": 0,
      "source_id": "240_058",
      "expected_date": "2026-06-16",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Microsoft (or another partner) absorbs >50% of capacity originally earmarked for Stargate",
      "source": "https://www.cnbc.com/2026/04/15/openai-stargate-norway-project-microsoft.html",
      "status": "pending",
      "weight": 0.4,
      "ordinal": 1,
      "source_id": null,
      "confidence": 0.7,
      "expected_date": "2026-08-16",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2026-12-31
... (truncated)