← Cockpit
CMQ_026predictionSemisNVIDIA-roadmap

NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.

Predictor: Jensen Huang

Prior probability
88.0%
Current probability
87.1%
evolves via intake + LBP
Conviction
5/5
Signal quality
A
Resolution
in_progress
Window
2025-01-01 – 2028-12-31
Edges in / out
1 / 0
Tickers exposed
26

Prediction text

NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence. | Vera Rubin → Feynman product milestones

Key catalyst: Vera Rubin → Feynman product milestones

Watch events: Vera Rubin sampling; Vera Rubin Ultra tape-out; Feynman disclosures.

Resolution evidence

Status: in_progress

Blackwell shipped 2025 as planned; Vera Rubin samples disclosed 2026; Vera Rubin Ultra and Feynman named on public roadmap.

Predictor: Jensen Huang

κ + Brier as of 2026-05-22
κ (discount)
0.808
Brier
0.0128
excellent
Hits / Misses
6 / 0
of 8 resolved
Hit rate
75.0%
Calibration plot (stated vs observed)

Evidence about this node from Jensen Huang 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: gpu_roadmap_on_time_1y

Linked

GPU vendor product roadmap milestone (architecture / production / launch) hits within 1y of announced date

Base rate
7/10 historical
Inside weight
Outside weight
no pull
inside 87.1% → blend 87.1% 0.0pp)

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

8 prob_history rows
0%25%50%75%100%prior 88%2026-04-302026-05-102026-05-24
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 87.1%

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: 3 overdue ⏱ · 4 pending
  1. 2025-01-01 → 2025-12-31overdueBlackwell B200 / GB200 NVL72 generally available (2025 cohort)
    How: NVIDIA + hyperscalers publicly confirm GB200 NVL72 systems in commercial production / customer deployment
    Source: https://www.tomshardware.com/pc-components/gpus/nvidia-announces-rubin-gpus-in-2026-rubin-ultra-in-2027-feynam-afterconf 99%
  2. 2025-09-21overdueQ1 window check-in (25%)
  3. 2026-03-01 → 2026-04-30overdueGTC 2026: Rosa CPU (successor to Vera) announced; Feynman 3D-stacked GPU details disclosed
    How: NVIDIA at GTC 2026 publicly announces Rosa CPU successor and updated Feynman roadmap details
    Source: https://www.tomshardware.com/pc-components/gpus/nvidia-updates-data-center-roadmap-with-rosa-cpu-and-stacked-feynman-gpus-optical-nvlink-groq-lpus-with-nvfp4-and-nvlink-also-on-deckconf 85%
  4. 2026-06-11pendingQ2 window check-in (50%)
  5. 2026-06-01 → 2026-12-31pendingVera Rubin NVL144 launch (2026): 3.6 EFLOPS FP4, 1.2 EFLOPS FP8 inference/training
    How: NVIDIA publicly ships Vera Rubin NVL144 with confirmed FP4 ≥3.6 EFLOPS / FP8 ≥1.2 EFLOPS specs
    Source: https://www.nextbigfuture.com/2025/03/nvidia-ultra-rubin-and-feynman-chips-and-data-center-roadmap.htmlconf 85%
  6. 2027-03-01pendingQ3 window check-in (75%)
  7. 2027-06-01 → 2027-12-31pendingRubin Ultra (2027): SXM8 with 4 reticle-limited GPU chiplets, 100 PFLOPS FP4, 1TB HBM4E
    How: NVIDIA publicly ships Rubin Ultra with stated 4-chiplet socket, 100 PFLOPS FP4, 1TB HBM4E
    Source: https://www.tomshardware.com/tech-industry/semiconductors/nvidia-enterprise-roadmap-rubin-rubin-ultra-feynman-and-silicon-photonicsconf 70%
  8. 2028-06-01 → 2028-12-31pendingFeynman GPU launch (2028): advanced 3D stacking, custom HBM, Rosa CPU pairing
    How: NVIDIA publicly ships Feynman GPU with 3D-stacked architecture; Rosa CPU GA
    Source: https://www.tweaktown.com/news/110521/nvidia-updates-roadmap-with-new-details-on-its-next-gen-gpu-feynman-coming-in-2028/index.htmlconf 55%

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: 87%)

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
LBP2026-05-24T02:00:02Z87.1%-5.1pp
Network propagation: 92.2% → 87.1%
4-iter LBP, residual 0.01000 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 806b02f8
intake_event_update2026-05-21T23:15:16Z92.2%+15.9pp
intake:7afeeb9a-f217-4dd2-b910-24ff14bdfc39 bayesian_v2 inside=0.922 blend=0.922 LLR=1.300 κ=0.81 no_blend
Raw metadata
{
  "trf": 0.653445934685756,
  "kappa": 0.8077,
  "base_rate": null,
  "predictor": "Jensen Huang",
  "total_llr": 1.6094379124341,
  "bayesian_v2": true,
  "prior_logit": 1.169934592028501,
  "bayes_factor": "3.7:1 favoring",
  "blend_reason": "no reference_class linked",
  "inside_prior": 0.7631331927250531,
  "kappa_source": "predictor_table",
  "blend_applied": false,
  "contributions": [
    {
      "llr": 1.6094379124341,
      "kappa": 0.8077,
      "label": "Roadmap remains intact and on cadence; Vera CPU + Rubin GPU launches affirm 2026 schedule.",
      "adjusted_llr": 1.299943001873023
    }
  ],
  "evidence_kind": "intake_event_update",
  "inside_source": "history_v2",
  "inside_weight": 1,
  "outside_weight": 0,
  "posterior_prob": 0.9220029626744276,
  "evidence_origin": "daily_intake",
  "llm_suggestions": [
    {
      "polarity": "corroborates",
      "status_change": "unchanged",
      "evidence_strength": "strong",
      "delta_prob_suggestion": 0.06
    }
  ],
  "posterior_logit": 2.469877593901523,
  "predictor_brier": 0.01276,
  "evidence_doc_ids": [
    "1935"
  ],
  "inside_posterior": 0.9220029626744276,
  "blended_posterior": 0.9220029626744276,
  "reference_class_id": null,
  "total_adjusted_llr": 1.299943001873023,
  "predictor_n_resolved": 8
}
LBP2026-05-17T02:00:01Z76.3%+1.7pp
Network propagation: 74.6% → 76.3%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-10T02:00:02Z74.6%+3.6pp
Network propagation: 71.0% → 74.6%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z71.0%+8.0pp
Network propagation: 63.0% → 71.0%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
metadata_milestone_miss_sweep2026-05-02T22:07:21Z63.0%-18.2pp
metadata_milestone_miss_sweep bayesian_v2 n=3 inside=0.630 blend=0.630 LLR=-0.930 κ=0.81 no_blend
Raw metadata
{
  "trf": 0.6664919347394406,
  "kappa": 0.8077,
  "base_rate": null,
  "predictor": "Jensen Huang",
  "total_llr": -1.2163953243244932,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": 1.4605894275995546,
  "bayes_factor": "2.5:1 against",
  "blend_reason": "no reference_class linked",
  "inside_prior": 0.8116228096469142,
  "kappa_source": "predictor_table",
  "n_milestones": 3,
  "blend_applied": false,
  "contributions": [
    {
      "llr": -0.4054651081081644,
      "kind": "llm_pre_event",
      "kappa": 0.799623,
      "label": "Blackwell B200 / GB200 NVL72 generally available (2025 cohort)",
      "weight": 0.4,
      "strength": "weak",
      "confidence": 0.99,
      "source_url": null,
      "adjusted_llr": -0.3242192261407747,
      "expected_date": "2025-07-02",
      "measurement_criterion": "NVIDIA + hyperscalers publicly confirm GB200 NVL72 systems in commercial production / customer deployment"
    },
    {
      "llr": -0.4054651081081644,
      "kind": "quartile_checkpoint",
      "kappa": 0.8077,
      "label": "Q1 window check-in (25%)",
      "weight": 0.05,
      "strength": "weak",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.32749416781896434,
      "expected_date": "2025-09-21",
      "measurement_criterion": null
    },
    {
      "llr": -0.4054651081081644,
      "kind": "llm_pre_event",
      "kappa": 0.686545,
      "label": "GTC 2026: Rosa CPU (successor to Vera) announced; Feynman 3D-stacked GPU details disclosed",
      "weight": 0.4,
      "strength": "weak",
      "confidence": 0.85,
      "source_url": null,
      "adjusted_llr": -0.2783700426461197,
      "expected_date": "2026-03-31",
      "measurement_criterion": "NVIDIA at GTC 2026 publicly announces Rosa CPU successor and updated Feynman roadmap details"
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.5334556456823916,
  "outside_weight": 0.46654435431760843,
  "posterior_prob": 0.629601118599425,
  "posterior_logit": 0.5305059909936958,
  "predictor_brier": 0.01276,
  "inside_posterior": 0.629601118599425,
  "blended_posterior": 0.629601118599425,
  "reference_class_id": null,
  "total_adjusted_llr": -0.9300834366058588,
  "predictor_n_resolved": 8
}
LBP2026-04-30T16:39:51Z81.2%-2.6pp
Network propagation: 83.8% → 81.2%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z83.8%-4.2pp
Network propagation: 88.0% → 83.8%
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
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.880-0.090

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

26 ticker(s) linked

Beneficiaries (22)

TSMAMBAARMCEVACRWVDOCNIRENNBISNVDASITMALABCSCODELLSIEGYINTCNXPILNVGYAMDANETMRVLAVGOQCOM

Prerequisites (1)

Predictions that must hit first
TypePredTitleDomainLag
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Expected milestones (1)

From Sheet 17 Monitoring Triggers
Expected byDescriptionStatus
2028-12-31[Capability 2028-12] [CMQ_026] Vera Rubin sampling; Vera Rubin Ultra tape-out; Feynman disclosures. [SEM_005] Stargate site groundbreaking announcements; OpenAI infrastructure spend disclosures [CMQ_009] FDA-approved autonomous dipending

Validations (1)

Resolution events
Observed atStatusByNotes
2026-04-29partialthesis_timeline_v1.0_importBlackwell shipped 2025 as planned; Vera Rubin samples disclosed 2026; Vera Rubin Ultra and Feynman named on public roadmap.

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.659gdelt10729180mentionspending2026-04-30
0.656github_releasefacebookresearch/faiss v1.14.2mentionspending2026-05-22
0.646github_releasepytorch/pytorch v2.11.0mentionspending2026-03-23
0.646gdeltmentionspending2026-04-30
0.645github_releasepytorch/pytorch v2.7.0mentionspending2025-04-23
0.645github_releasefacebookresearch/faiss v1.8.0mentionspending2024-03-01
0.643github_releasefacebookresearch/faiss v1.12.0mentionspending2025-08-12
0.641github_releasegoogle-deepmind/alphafold v2.2.0mentionspending2022-03-10
0.639github_releasepytorch/pytorch v2.8.0mentionspending2025-08-06
0.639github_releasefacebookresearch/neuroai v0.2.2mentionspending2026-05-26

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "annual cadence",
  "mode": "FORECAST",
  "role": "Cited-Executive",
  "caveats": "Execution risk at every node; TSMC advanced-node capacity is binding constraint.",
  "context": "Compressed cadence vs historical 2-3 year cycles; forces hyperscalers into perpetual refresh to maintain lowest cost per token.",
  "to_year": 2028,
  "conv_cues": "explicit named roadmap; CEO",
  "direction": "HAPPEN",
  "from_year": 2025,
  "timeframe": "2025-2028",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Blackwell B200 / GB200 NVL72 generally available (2025 cohort)",
      "source": "https://www.tomshardware.com/pc-components/gpus/nvidia-announces-rubin-gpus-in-2026-rubin-ultra-in-2027-feynam-after",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.99,
      "expected_date": "2025-07-02",
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2025-12-31",
        "from": "2025-01-01"
      },
      "measurement_criterion": "NVIDIA + hyperscalers publicly confirm GB200 NVL72 systems in commercial production / customer deployment"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -6,
      "source_id": null,
      "expected_date": "2025-09-21",
      "observed_date": null,
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "llm_pre_event",
      "label": "GTC 2026: Rosa CPU (successor to Vera) announced; Feynman 3D-stacked GPU details disclosed",
      "source": "https://www.tomshardware.com/pc-components/gpus/nvidia-updates-data-center-roadmap-with-rosa-cpu-and-stacked-feynman-gpus-optical-nvlink-groq-lpus-with-nvfp4-and-nvlink-also-on-deck",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.85,
      "expected_date": "2026-03-31",
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-04-30",
        "from": "2026-03-01"
      },
      "measurement_criterion": "NVIDIA at GTC 2026 publicly announces Rosa CPU successor and updated Feynman roadmap details"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2026-06-11",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Vera Rubin NVL144 launch (2026): 3.6 EFLOPS FP4, 1.2 EFLOPS FP8 inference/training",
      "source": "https://www.nextbigfuture.com/2025/03/nvidia-ultra-rubin-and-feynman-chips-and-data-center-roadmap.html",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.85,
      "expected_date": "2026-09-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "NVIDIA publicly ships Vera Rubin NVL144 with confirmed FP4 ≥3.6 EFLOPS / FP8 ≥1.2 EFLOPS specs"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -2,
      "source_id": null,
      "expected_date": "2027-03-01",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Rubin Ultra (2027): SXM8 with 4 reticle-limited GPU chiplets, 100 PFLOPS FP4, 1TB HBM4E",
      "source": "https://www.tomshardware.com/tech-industry/semiconductors/nvid
... (truncated)