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SEM_020predictionSemisNVIDIA

Nvidia preemptively reserved 800,000-850,000 TSMC wafers for 2026 — 8x SMIC's entire advanced-process capacity.

Predictor: Nvidia (All-In Podcast analysis)

Prior probability
88.0%
Current probability
64.0%
evolves via intake + LBP
Conviction
5/5
Signal quality
A
Resolution
in_progress
Window
2026-01-01 – 2026-12-31
Edges in / out
5 / 5
Tickers exposed
30

Prediction text

Nvidia preemptively reserved 800,000-850,000 TSMC wafers for 2026 — 8x SMIC's entire advanced-process capacity. | TSMC wafer-output + Nvidia DC revenue quarterly disclosures

Key catalyst: TSMC wafer-output + Nvidia DC revenue quarterly disclosures

Watch events: TSMC CoWoS packaging capacity utilization; Nvidia Data Center revenue disclosures

Resolution evidence

Status: in_progress

Blundin (workbook) prediction of Nvidia locking up 70%+ TSMC 3nm volume matches 800K+ figure directionally. TSMC Q4-2025 earnings emphasized AI-accelerator pre-orders 'multi-year visibility'.

Predictor: Nvidia (All-In Podcast analysis)

κ + Brier as of 2026-07-04
κ (discount)
0.500
Brier
Hits / Misses
0 / 0
Hit rate

Evidence about this node from Nvidia (All-In Podcast analysis) 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: fab_construction_3y

Linked via embedding similarity 0.587

Greenfield semiconductor fab construction within 3 years of announce

Base rate
58.0%
7/12 historical
Inside weight
0.654
TRF=0.49
Outside weight
0.346
pulling toward base rate
inside 67.0% → blend 64.0% -3.0pp)

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

6 prob_history rows
0%25%50%75%100%prior 88%2026-04-302026-05-032026-07-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 64.0%

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 ⏱
  1. 2025-12-10hitNVIDIA confirmed booking 800,000-850,000 TSMC wafers for 2026
    How: DigiTimes / wccftech / Astute Group reporting confirms NVIDIA reserved 800K-850K TSMC wafers for 2026 production
    Source: wccftech — NVIDIA Alone Has TSMC's Advanced Packaging Lines Booked for Several Years Aheadconf 97%
    Notes: HIT — NVIDIA's 800-850K wafer booking for 2026 confirmed across multiple industry trade press citing TSMC supply-chain sources.
  2. 2026-03-31hitTSMC advanced chip capacity booked out through 2028 confirmed
    How: Dataconomy / TSMC corporate disclosures confirm advanced node capacity fully booked through 2028
    Source: Dataconomy — TSMC's Advanced Chip Capacity Is Booked Out Through 2028conf 95%
  3. 2026-03-31hitTSMC 3nm and 5nm production fully booked for 2026
    How: TSMC publicly confirms 3nm/5nm capacity 100% booked for full 2026 calendar year
    Source: TweakTown — TSMC's entire 3nm and 5nm production expected to be 100% booked out in 2026conf 95%
  4. 2026-06-01 → 2027-03-31pendingSMIC advanced-process capacity remains <125,000 wafers in 2026 (8x gap holds)
    How: SMIC's advanced-process (7nm-equivalent and below) capacity remains ≤125K wafers for 2026, preserving 8x NVIDIA-vs-SMIC gap
    Source: Industry consensus — SMIC capacity capped by US export controlsconf 70%
    Notes: Cascade — original prediction's relative-scale claim. SMIC constrained by lack of EUV tools.
  5. 2026-08-01 → 2027-02-28pendingNVIDIA Q2-Q4 2026 data-center revenue confirms 800K wafer absorption
    How: NVIDIA quarterly DC revenue disclosures sum to a level consistent with ~800K wafers worth of accelerator shipments in 2026
    Source: Yahoo Finance — Nvidia vs TSM-Earnings Reveal AI Hardware Power Splitconf 70%
    Notes: Direct measurement of headline criterion via NVIDIA DC revenue.
  6. 2026-10-01 → 2026-12-31pendingTSMC's 3nm capacity reaches 180,000 wafers/month by end-2026
    How: TSMC monthly disclosures confirm 3nm capacity ≥150,000 wafers/month by year-end 2026 (was originally 150K, raised to 180K)
    Source: TrendForce — TSMC 3nm Monthly Capacity May Hit 180K Wafers by 2026 (April 2026)conf 85%

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: 64%)

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_sweep2026-07-03T22:12:25Z64.0%-10.2pp
metadata_milestone_miss_sweep bayesian_v2 n=1 inside=0.670 blend=0.640 LLR=-0.347 κ=0.50 w_in=0.65 fab_construction_3y
Raw metadata
{
  "trf": 0.49471073309472935,
  "kappa": 0.5,
  "base_rate": 0.58,
  "predictor": "Nvidia (All-In Podcast analysis)",
  "total_llr": -0.6931471805599453,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": 1.0550281079317185,
  "bayes_factor": "1.4:1 against",
  "blend_reason": "blend 65% inside / 34% outside (TRF=0.495, base_rate=0.580 from fab_construction_3y)",
  "inside_prior": 0.7417392643832323,
  "kappa_source": "predictor_table",
  "n_milestones": 1,
  "blend_applied": true,
  "contributions": [
    {
      "llr": -0.6931471805599453,
      "kind": "prereq",
      "kappa": 0.5,
      "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": -0.34657359027997264,
      "expected_date": "2026-06-25",
      "measurement_criterion": null
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.6537024868336894,
  "outside_weight": 0.34629751316631063,
  "posterior_prob": 0.639891695232872,
  "posterior_logit": 0.7084545176517458,
  "predictor_brier": null,
  "inside_posterior": 0.6700595748163244,
  "blended_posterior": 0.639891695232872,
  "reference_class_id": "fab_construction_3y",
  "total_adjusted_llr": -0.34657359027997264,
  "predictor_n_resolved": 0
}
LBP2026-05-10T02:00:02Z74.2%-1.2pp
Network propagation: 75.4% → 74.2%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z75.4%-1.6pp
Network propagation: 77.0% → 75.4%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
legacy v12026-04-30T16:13:50Z77.0%-1.5pp
reference_class_assigned bayesian_v2 inside=0.880 blend=0.770 w_in=0.53 fab_construction_3y
LBP2026-04-30T02:18:57Z78.5%+1.6pp
Network propagation: 77.0% → 78.5%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v1 · run 592311ef
legacy v12026-04-30T01:56:50Z77.0%-11.0pp
reference_class_assigned bayesian_v2 inside=0.880 blend=0.770 w_in=0.53 fab_construction_3y

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
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.880+0.141
prereqSEM_014
Nvidia's Arizona-based TSMC factory successfully fabricated Jensen Huang
86.1%0.8800.050+0.117
prereqSEM_011
Nvidia became the world's first $5 trillion company (late 20Jensen Huang
85.5%0.8800.050+0.115
prereqSEM_015
Nvidia agreed to remit 15% of China chip-sale revenue directJensen Huang
66.3%0.8800.050-0.033
prereqSEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $5Joseph Moore
68.3%0.8800.050-0.032

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq242_031
Most large companies' business models will be disrupted in 2Peter Diamandis
23.5%0.6500.050+0.223
prereq247_023
AI will be able to do everything a white collar worker does Dave Blundin
40.8%0.7200.050+0.098
prereq248_033
Superhuman AI will make BCI-enhanced humans irrelevant compaDave Blundin
36.7%0.6000.050+0.057
prereq230_006
The frontier models will go dark — kept internal to benefit Peter Diamandis
48.0%0.6500.050-0.022
prereq231_039
Elon will build out his own chip fabs due to his attack-consPeter Diamandis
47.2%0.6500.050-0.013

Ticker exposure

30 ticker(s) linked

Beneficiaries (24)

ALABAMBAARMASMLCEVACRWVIRENMUNBISNVDASITMTSMQCOMAMDANETMRVLNXPIATEYYAVGOCSCODELLSIEGYAMATLNVGY

Adverse (2)

AMDINTC

Prerequisites (5)

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_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
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq247_023AI will be able to do everything a white collar worker does imminentlyAI
prereq231_039Elon will build out his own chip fabs due to his attack-constraints approach.AI
prereq242_031Most large companies' business models will be disrupted in 2-5 yearsMarkets/Stocks
prereq230_006The frontier models will go dark — kept internal to benefit the labs in an all-out battle.AI
prereq248_033Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today.AI

Validations (1)

Resolution events
Observed atStatusByNotes
2026-04-29partialthesis_timeline_v1.0_importBlundin (workbook) prediction of Nvidia locking up 70%+ TSMC 3nm volume matches 800K+ figure directionally. TSMC Q4-2025 earnings emphasized AI-accelerator pre-orders 'multi-year visibility'.

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.726manifoldWill TSMC exceed Nvidia in market capitalization at any point before 2032?24%mentionspending2026-06-15
0.702manifoldHow many times will the Trump admin and/or NVIDIA flip-flop on giving NVIDIA chips to China before 2028? (fun)mentionspending2026-06-02
0.642edgar_8kNXP Semiconductors N.V. (NXPI) (CIK 0001413447)mentionspending2026-06-11
0.636manifoldHow much VRAM will NVIDIA 6090 (or closest equivalent Nvidia GPU) have?mentionspending2026-04-27
0.632gdeltN82E16824281393?Item=N82E16824281393&cm sp=Homepage SS P2 24 281 393 04292026mentionspending2026-04-30
0.620edgar_8kLATTICE SEMICONDUCTOR CORP (LSCC) (CIK 0000855658)mentionspending2026-05-05
0.620edgar_8kLATTICE SEMICONDUCTOR CORP (LSCC) (CIK 0000855658)mentionspending2026-05-04
0.620edgar_8kLATTICE SEMICONDUCTOR CORP (LSCC) (CIK 0000855658)mentionspending2026-06-30
0.619edgar_8kSuper Micro Computer, Inc. (SMCI) (CIK 0001375365)mentionspending2026-05-05
0.619edgar_8kSuper Micro Computer, Inc. (SMCI) (CIK 0001375365)mentionspending2026-06-09

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "800-850K wafers reserved",
  "mode": "FORECAST",
  "role": "Cited-Analyst",
  "context": "Nvidia's single-year wafer reservation (800-850K) dwarfs SMIC's national advanced-node ceiling (100K). Monopolization of TSMC cutting-edge capacity.",
  "to_year": 2026,
  "conv_cues": "preemptively reserved; 8x capacity",
  "direction": "NUMERIC_TARGET",
  "from_year": 2026,
  "timeframe": "2026",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "NVIDIA confirmed booking 800,000-850,000 TSMC wafers for 2026",
      "notes": "HIT — NVIDIA's 800-850K wafer booking for 2026 confirmed across multiple industry trade press citing TSMC supply-chain sources.",
      "source": "wccftech — NVIDIA Alone Has TSMC's Advanced Packaging Lines Booked for Several Years Ahead",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.97,
      "source_url": "https://wccftech.com/nvidia-alone-has-tsmc-advanced-packaging-lines-booked-for-several-years-ahead/",
      "expected_date": "2025-12-10",
      "observed_date": "2025-12-10",
      "hit_emitted_at": "2026-06-08T22:11:23.030711+00:00",
      "research_origin": "deep_research",
      "measurement_criterion": "DigiTimes / wccftech / Astute Group reporting confirms NVIDIA reserved 800K-850K TSMC wafers for 2026 production"
    },
    {
      "kind": "llm_pre_event",
      "label": "TSMC advanced chip capacity booked out through 2028 confirmed",
      "source": "Dataconomy — TSMC's Advanced Chip Capacity Is Booked Out Through 2028",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://dataconomy.com/2026/03/31/tsmcs-advanced-chip-capacity-is-booked-out-through-2028/",
      "expected_date": "2026-03-31",
      "observed_date": "2026-03-31",
      "hit_emitted_at": "2026-06-08T22:11:23.030711+00:00",
      "research_origin": "deep_research",
      "measurement_criterion": "Dataconomy / TSMC corporate disclosures confirm advanced node capacity fully booked through 2028"
    },
    {
      "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": -5,
      "source_id": "SEM_011",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T22:11:23.030711+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": -4,
      "source_id": "SEM_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T22:11:23.030711+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": -3,
      "source_id": "SEM_027",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29",
      "hit_emitted_at": "2026-06-08T22:11:23.030711+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",
      "weight": 0.5,
      "ordinal": -2,
      "source_id": "SEM_015",
      "expected_date": "2026-06-25",
      "observed_date": null,
      "miss_emitted_at": "2026-07-03T22:12:25.328464+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "llm_pre_event",
      "label": "TSMC 3nm and 5nm production fully booked for 2026",
      "source": "TweakTown — TSMC's e
... (truncated)