← Cockpit
240_009predictionGeopoliticsAI-scaling

Government will intervene if NVIDIA does 10-year forward contract locking up TSMC

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

Prior probability
55.0%
Current probability
32.0%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-04-30 – 2027-12-31
Edges in / out
10 / 5
Tickers exposed
37

Prediction text

Government will intervene if NVIDIA does 10-year forward contract locking up TSMC | it's the government that will ultimately say it's anti-competitive to do a 10-year forward contract on all of their manufacturing capacity

Verbatim quote

From episode "NVIDIA's $1 Trillion Prediction, Anthropic Beats OpenAI, Tesla vs. TSMC & The CS Job Collapse"
it's the government that will ultimately say it's anti-competitive to do a 10-year forward contract on all of their manufacturing capacity

Predictor: Dave Blundin

κ + Brier as of 2026-07-04
κ (discount)
0.821
Brier
0.0491
excellent
Hits / Misses
3 / 2
of 9 resolved
Hit rate
33.3%
Calibration plot (stated vs observed)

Evidence about this node from Dave Blundin 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

5 prob_history rows
0%25%50%75%100%prior 55%2026-04-302026-05-032026-07-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 32.0%

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: 6 fired ✓ · 1 overdue ⏱ · 2 pending
  1. 2024-09-30hitDOJ initiates antitrust probe into NVIDIA market dominance and contracts
    How: DOJ formally opens antitrust investigation into NVIDIA covering contracts and market behavior; per Bloomberg/Benzinga/Semafor reports
    Source: https://www.benzinga.com/markets/equities/24/09/40768376/nvidia-faces-antitrust-probe-over-market-dominance-as-doj-ftc-crack-down-on-ai-powerhouses-reporconf 95%
  2. 2026-03-20hitSenators Warren/Blumenthal urge DOJ/FTC formal probe of NVIDIA Groq deal
    How: Public letter from Sens. Warren and Blumenthal to Jensen Huang and DOJ/FTC requesting formal antitrust review of structured deal terms
    Source: https://www.techi.com/nvidia-groq-deal-acqui-hire-ai-inference/conf 95%
  3. 2026-07-01 → 2027-12-31pendingNVIDIA discloses long-term TSMC capacity reservation (multi-year lock-up)
    How: NVIDIA 10-K/10-Q discloses multi-year (>=3yr) advance capacity commitment to TSMC for advanced nodes (3nm/2nm) — or Reuters/Nikkei reports on terms
    Source: https://www.thefai.org/posts/the-doj-s-ill-conceived-nvidia-investigationconf 50%
  4. 2026-09-01 → 2027-12-31pendingDOJ/FTC issues second-request CID or formal complaint targeting NVIDIA contracts
    How: Public DOJ or FTC filing (court filing, civil investigative demand, or HSR second request) specifically targeting NVIDIA capacity-reservation, exclusivity, or vertical contracts
    Source: https://www.dailyjournal.com/articles/380034-federal-nvidia-antitrust-probe-seen-as-likelyconf 40%
  5. 2026-09-01 → 2028-12-31pendingCascade: TSMC publicly diversifies advanced-node customer commitments (counter-narrative)
    How: TSMC quarterly call confirms shift toward broader 3nm/2nm customer base (AMD, MediaTek, Apple, Tesla/Terafab) reducing single-customer concentration risk; per earnings transcript
    Source: https://www.trendforce.com/news/2026/03/23/news-musks-terafab-vision-raises-questions-over-tsmc-impact-advanced-packaging-may-be-best-entry-point/conf 70%
  6. 2027-06-01 → 2029-06-30pendingCascade: NVIDIA settles or accepts behavioral remedies on capacity-contract terms
    How: DOJ/FTC consent decree, or NVIDIA voluntary commitment, restricting duration or exclusivity of foundry capacity contracts; per court filing or public press release
    Source: https://www.semafor.com/article/06/06/2024/us-government-doj-antitrust-nvidia-semiconductor-chips-artificial-intelligenceconf 30%

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: 32%)

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_sweep2026-07-03T22:12:25Z32.0%-13.4pp
metadata_milestone_miss_sweep bayesian_v2 n=1 inside=0.320 blend=0.320 LLR=-0.569 κ=0.82 no_blend
Raw metadata
{
  "trf": 0.8935650931909532,
  "kappa": 0.8214,
  "base_rate": null,
  "predictor": "Dave Blundin",
  "total_llr": -0.6931471805599453,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": -0.18367569873006,
  "bayes_factor": "1.8:1 against",
  "blend_reason": "no reference_class linked",
  "inside_prior": 0.45420973759066463,
  "kappa_source": "predictor_table",
  "n_milestones": 1,
  "blend_applied": false,
  "contributions": [
    {
      "llr": -0.6931471805599453,
      "kind": "prereq",
      "kappa": 0.8214,
      "label": "Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.",
      "weight": 0.5,
      "strength": "moderate",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.5693510941119391,
      "expected_date": "2026-06-25",
      "measurement_criterion": null
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.3745044347663327,
  "outside_weight": 0.6254955652336673,
  "posterior_prob": 0.32016213580987235,
  "posterior_logit": -0.7530267928419991,
  "predictor_brier": 0.0491,
  "inside_posterior": 0.32016213580987235,
  "blended_posterior": 0.32016213580987235,
  "reference_class_id": null,
  "total_adjusted_llr": -0.5693510941119391,
  "predictor_n_resolved": 9
}
LBP2026-05-10T02:00:02Z45.4%-1.1pp
Network propagation: 46.5% → 45.4%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z46.5%-2.0pp
Network propagation: 48.5% → 46.5%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z48.5%-2.6pp
Network propagation: 51.2% → 48.5%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z51.2%-3.8pp
Network propagation: 55.0% → 51.2%
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
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.550+0.180
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.550+0.170
prereqSEM_014
Nvidia's Arizona-based TSMC factory successfully fabricated Jensen Huang
86.1%0.5500.050+0.156
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.550+0.155
prereqSEM_011
Nvidia became the world's first $5 trillion company (late 20Jensen Huang
85.5%0.5500.050+0.154

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq232_057
First person to arrive on moon/Mars will find bed made by OpDave Blundin
34.8%0.6000.050-0.091
prereq242_023
World will have 10x more wealth around 2034-2036Dave Blundin
34.2%0.6000.050-0.084
prereq246_016
Dragonfly nuclear-powered octicopter arrives at Titan in 203Peter Diamandis
35.6%0.6500.050-0.080
prereq230_020
Peter's 14-year-old son Milan will never get a driver's licePeter Diamandis
34.7%0.6500.050-0.071
prereq240_036
TEPCO's restarted reactor will support 20% of Japan's electrPeter Diamandis
34.3%0.6500.050-0.066

Ticker exposure

37 ticker(s) linked

Beneficiaries (24)

MUWULFIRENEQIXALABAPLDASMIYASMLPLABNVDANBISCRWVAAPLAMTAMZNDELLGOOGLIRMLNVGYMETAMSFTORCLSFTBYSTX

Adverse (6)

ACNGENCHGGIBMWNSLRN

Prerequisites (10)

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
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
prereq230_020Peter's 14-year-old son Milan will never get a driver's license.Auto/Transport
prereq246_016Dragonfly nuclear-powered octicopter arrives at Titan in 2034.Space
prereq240_036TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040Energy
prereq232_057First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration.Robotics
prereq242_023World will have 10x more wealth around 2034-2036Macro/Economy

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.702manifoldWill TSMC exceed Nvidia in market capitalization at any point before 2032?24%mentionspending2026-06-15
0.602polymarketCounter-Strike: Favbet vs TNC (BO3) - CCT Europe Series 1 Group Stage0%mentionspending2026-05-06
0.595polymarketCounter-Strike: Monte vs Team Nemesis (BO1) - XSE Pro League Group Stage59%mentionspending2026-06-10
0.587polymarketLoL: T1 vs Gen.G (BO5) - LCK Road to MSI31%mentionspending2026-06-13
0.587polymarketGames Total: O/U 2.593%mentionspending2026-06-06
0.587polymarketMap Handicap: GL (-1.5) vs 9INE (+1.5)0%mentionspending2026-06-23
0.587polymarketGames Total: O/U 2.50%mentionspending2026-06-23
0.586polymarketGame Handicap: T1 (-2.5) vs Team Liquid (+2.5)59%mentionspending2026-06-15
0.584polymarketLoL: PCIFIC vs Bushido Wildcats (BO3) - TCL Regular Season100%mentionspending2026-05-04
0.584polymarketCounter-Strike: BetBoom Team vs Team Nemesis (BO3) - XSE Pro League Group Stage100%mentionspending2026-07-02

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=uOGHXAfvK8w",
  "mode": "PREDICTION",
  "role": "Host",
  "caveats": "Conditional on NVIDIA attempting 10-year lock-up",
  "context": "it's the government that will ultimately say it's anti-competitive to do a 10-year forward contract on all of their manufacturing capacity and that's where the rubber is going to hit the road.",
  "verbatim": "it's the government that will ultimately say it's anti-competitive to do a 10-year forward contract on all of their manufacturing capacity",
  "conv_cues": "will ultimately",
  "direction": "HAPPEN",
  "timeframe": "Future",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "DOJ initiates antitrust probe into NVIDIA market dominance and contracts",
      "source": "https://www.benzinga.com/markets/equities/24/09/40768376/nvidia-faces-antitrust-probe-over-market-dominance-as-doj-ftc-crack-down-on-ai-powerhouses-repor",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.95,
      "expected_date": "2024-09-30",
      "observed_date": "2024-09-30",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00",
      "research_origin": "deep_research",
      "measurement_criterion": "DOJ formally opens antitrust investigation into NVIDIA covering contracts and market behavior; per Bloomberg/Benzinga/Semafor reports"
    },
    {
      "kind": "llm_pre_event",
      "label": "Senators Warren/Blumenthal urge DOJ/FTC formal probe of NVIDIA Groq deal",
      "source": "https://www.techi.com/nvidia-groq-deal-acqui-hire-ai-inference/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.95,
      "expected_date": "2026-03-20",
      "observed_date": "2026-03-20",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00",
      "research_origin": "deep_research",
      "measurement_criterion": "Public letter from Sens. Warren and Blumenthal to Jensen Huang and DOJ/FTC requesting formal antitrust review of structured deal terms"
    },
    {
      "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": -7,
      "source_id": "SEM_011",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
    },
    {
      "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": -6,
      "source_id": "SEM_027",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
    },
    {
      "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": -5,
      "source_id": "SEM_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
    },
    {
      "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": -4,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T13:04:02.341521+00:00"
    },
    {
      "kind": "prereq",
      "label": "Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.",
      "status": "overdue",
      "
... (truncated)