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SEM_026predictionSemis/ProductsNVIDIA

Nvidia's next 'Rubin' product cycle is the most critical factor for semi industry in coming year — further integrates logic + HBM.

Predictor: Joseph Moore

Prior probability
85.0%
Current probability
71.4%
evolves via intake + LBP
Conviction
5/5
Signal quality
A
Resolution
in_progress
Window
2026-01-01 – 2027-12-31
Edges in / out
5 / 5
Tickers exposed
30

Prediction text

Nvidia's next 'Rubin' product cycle is the most critical factor for semi industry in coming year — further integrates logic + HBM. | Rubin Q3-Q4 2026 sampling milestones

Key catalyst: Rubin Q3-Q4 2026 sampling milestones

Watch events: Rubin sampling milestones Q3-Q4 2026; HBM4 integration disclosures; CoWoS-L capacity expansion

Resolution evidence

Status: in_progress

Nvidia Rubin R100/R200 roadmap: late 2026 sampling, early 2027 volume. HBM4 + co-packaged optics advertised. Jen-Hsun CES 2026 keynote reaffirmed schedule.

Predictor: Joseph Moore

κ + Brier as of 2026-05-22
κ (discount)
0.583
Brier
0.0001
excellent
Hits / Misses
1 / 0
of 1 resolved
Hit rate
100.0%
Calibration plot (stated vs observed)

Evidence about this node from Joseph Moore 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 85%2026-04-302026-05-032026-05-17
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 71.4%

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: 5 fired ✓ · 4 pending
  1. 2026-01-15hitRubin GPU enters production / HBM4 sample secured
    How: NVIDIA confirms Rubin GPU has entered production and secured HBM4 samples from Samsung, SK Hynix, and Micron
    Source: https://wccftech.com/nvidia-next-gen-rubin-gpus-enter-production-hbm4-samples-all-major-manufacturers/conf 99%
    Notes: HIT — Rubin in production, HBM4 sourced from all 3 majors. Logic+HBM integration confirmed via base-die strategy.
  2. 2026-03-20hitVera Rubin NVL144 launch announcement at GTC 2026
    How: NVIDIA announces Vera Rubin NVL144 at GTC 2026 with H2 2026 shipment timeline
    Source: https://introl.com/blog/nvidia-rubin-full-production-ces-2026-ai-infrastructureconf 90%
  3. 2026-10-01 → 2026-12-31pendingRubin R100 begins customer sampling Q4 2026
    How: NVIDIA confirms Rubin R100 customer sampling milestone reached in Q4 2026 ahead of Q1 2027 mass production
    Source: https://en.wikipedia.org/wiki/Rubin_(microarchitecture)conf 85%
  4. 2026-09-01 → 2027-03-31pendingHBM4 mass production crosses 50K wafers/month
    How: Samsung/SK Hynix/Micron HBM4 combined mass-production capacity exceeds 50K wafers/month
    Source: https://newsletter.semianalysis.com/p/scaling-the-memory-wall-the-rise-and-roadmap-of-hbmconf 65%
  5. 2027-03-01 → 2027-09-30pendingRubin Ultra NVL576 product unveil
    How: NVIDIA announces Rubin Ultra NVL576 platform with 576-GPU rack and HBM4e
    Source: https://www.tomshardware.com/pc-components/gpus/nvidia-announces-rubin-gpus-in-2026-rubin-ultra-in-2027-feynam-afterconf 75%
  6. 2027-04-01 → 2027-12-31pendingRubin contributes ≥30% of NVIDIA Data Center revenue
    How: NVIDIA quarterly results disclose Rubin family contributing ≥30% of Data Center segment revenue
    Source: NVIDIA 10-Q filings, earnings transcriptsconf 55%
    Notes: Cascade — validates Moore's 'most critical factor' framing if Rubin actually moves the revenue needle.

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: 71%)

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
LBP2026-05-17T02:00:01Z71.4%-1.4pp
Network propagation: 72.8% → 71.4%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z72.8%-2.3pp
Network propagation: 75.1% → 72.8%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z75.1%-3.6pp
Network propagation: 78.7% → 75.1%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z78.7%-2.9pp
Network propagation: 81.6% → 78.7%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z81.6%-3.4pp
Network propagation: 85.0% → 81.6%
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
prereqSEM_015
Nvidia agreed to remit 15% of China chip-sale revenue directJensen Huang
66.3%0.8500.050-0.127
prereqSEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $5Joseph Moore
68.3%0.8500.050-0.126
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.850+0.040
prereqSEM_014
Nvidia's Arizona-based TSMC factory successfully fabricated Jensen Huang
86.1%0.8500.050+0.018
prereqSEM_011
Nvidia became the world's first $5 trillion company (late 20Jensen Huang
85.5%0.8500.050+0.015

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
36.1%0.6500.050+0.112
prereq248_033
Superhuman AI will make BCI-enhanced humans irrelevant compaDave Blundin
36.7%0.6000.050+0.071
prereq231_029
Millisecond real-time dispute resolution will replace currenDave Blundin
48.5%0.6000.050-0.048
prereq232_050
Discovery of new physics will soon unlock atom-by-atom constDave Blundin
48.5%0.6000.050-0.048
prereq231_039
Elon will build out his own chip fabs due to his attack-consPeter Diamandis
47.2%0.6500.050+0.001

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
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
prereq248_033Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today.AI
prereq231_029Millisecond real-time dispute resolution will replace current court systems.Other
prereq232_050Discovery of new physics will soon unlock atom-by-atom construction for building compute off-Earth.AI

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.600manifold2026 FIFA World Cup Mega-Market: Semi-Finalsmentionspending2026-05-17
0.598polymarketValorant: Leviatán Esports vs MIBR (BO3) - VCT Americas Stage 1 Group Alpha50%mentionspending2026-04-27
0.596polymarketLoL: JD Gaming vs Bilibili Gaming (BO5) - LPL Playoffs24%mentionspending2026-06-03
0.594polymarketValorant: MIBR vs Leviatán Esports - Map 1 Winner27%mentionspending2026-05-15
0.588polymarketValorant: MIBR vs Leviatán Esports (BO3) - VCT Americas Stage 1 Playoffs26%mentionspending2026-05-15
0.583fdaFDA NDA210251: BIKTARVY (BICTEGRAVIR SODIUM) — GILEAD SCIENCES INCmentionspending2026-05-21
0.580edgar_8kHIVE Digital Technologies Ltd. (HIVE) (CIK 0001720424)mentionspending2026-06-02
0.579polymarketLoL: ZYB Esport vs Vitality.Bee (BO3) - LFL Playoffs0%mentionspending2026-05-11
0.578polymarketValorant: Azure Dragon Gaming vs Division One (BO3) - VCL North America: Stage 2 Playoffs0%mentionspending2026-04-28
0.576polymarketLoL: Weibo Gaming vs JD Gaming (BO3) - LPL Group Ascend32%mentionspending2026-05-07

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "Rubin launch",
  "mode": "FORECAST",
  "role": "Cited-Analyst",
  "context": "Moore isolates Rubin cycle (successor to Blackwell) as cementing Nvidia pricing power via integrated logic+HBM architecture.",
  "to_year": 2027,
  "conv_cues": "most critical factor",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "2026-2027",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Rubin GPU enters production / HBM4 sample secured",
      "notes": "HIT — Rubin in production, HBM4 sourced from all 3 majors. Logic+HBM integration confirmed via base-die strategy.",
      "source": "https://wccftech.com/nvidia-next-gen-rubin-gpus-enter-production-hbm4-samples-all-major-manufacturers/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -9,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://wccftech.com/nvidia-next-gen-rubin-gpus-enter-production-hbm4-samples-all-major-manufacturers/",
      "expected_date": "2026-01-15",
      "observed_date": "2026-01-15",
      "research_origin": "deep_research",
      "measurement_criterion": "NVIDIA confirms Rubin GPU has entered production and secured HBM4 samples from Samsung, SK Hynix, and Micron"
    },
    {
      "kind": "llm_pre_event",
      "label": "Vera Rubin NVL144 launch announcement at GTC 2026",
      "source": "https://introl.com/blog/nvidia-rubin-full-production-ces-2026-ai-infrastructure",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.9,
      "source_url": "https://introl.com/blog/nvidia-rubin-full-production-ces-2026-ai-infrastructure",
      "expected_date": "2026-03-31",
      "observed_date": "2026-03-20",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-04-30",
        "from": "2026-03-01"
      },
      "measurement_criterion": "NVIDIA announces Vera Rubin NVL144 at GTC 2026 with H2 2026 shipment timeline"
    },
    {
      "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"
    },
    {
      "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": -6,
      "source_id": "SEM_014",
      "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": -5,
      "source_id": "SEM_027",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "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": "pending",
      "weight": 0.5,
      "ordinal": -4,
      "source_id": "SEM_015",
      "expected_date": "2026-06-25",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Rubin R100 begins customer sampling Q4 2026",
      "source": "https://en.wikipedia.org/wiki/Rubin_(microarchitecture)",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://en.wikipedia.org/wiki/Rubin_(microarchitecture)",
      "expected_date": "2026-11-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-10-01"
      },
      "meas
... (truncated)