← Cockpit
CMQ_037predictionSemis/MemorySamsung-share

Samsung will grow global HBM market share from 20% to 28% by securing majority of orders for Vera Rubin-exclusive HBM4.

Predictor: Morgan Stanley

Prior probability
50.0%
Current probability
28.6%
evolves via intake + LBP
Conviction
4/5
Signal quality
A
Resolution
pending
Window
2026-01-01 – 2026-12-31
Edges in / out
0 / 0
Tickers exposed
28

Prediction text

Samsung will grow global HBM market share from 20% to 28% by securing majority of orders for Vera Rubin-exclusive HBM4. | Samsung HBM4 qualification + Vera Rubin attribution

Key catalyst: Samsung HBM4 qualification + Vera Rubin attribution

Watch events: Samsung HBM quarterly revenue; Vera Rubin ramp attribution.

Resolution evidence

Status: pending

Samsung HBM4 qualification progressing 2025-2026 but behind SKH; NVIDIA Vera Rubin order book includes Samsung meaningful allocation.

Predictor: Morgan Stanley

κ + Brier as of 2026-05-22
κ (discount)
0.633
Brier
0.0442
excellent
Hits / Misses
1 / 0
of 2 resolved
Hit rate
50.0%
Calibration plot (stated vs observed)

Evidence about this node from Morgan Stanley 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

1 prob_history rows
0%25%50%75%100%prior 50%2026-05-02
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 28.6%

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: 4 overdue ⏱ · 2 pending
  1. 2026-02-15overdueSamsung passes Nvidia HBM4 qualification and signs Vera Rubin supply contract
    How: Samsung publicly confirms (via earnings call, press release, or sourced media report) it has passed Nvidia qualification and secured purchase orders for HBM4 destined for Vera Rubin
    Source: https://fintool.com/news/samsung-hbm4-nvidia-vera-rubin — Samsung begins world's first HBM4 mass production for Vera Rubinconf 95%
  2. 2026-02-20overdueQ1 window check-in (25%)
  3. 2026-02-01 → 2026-03-31overdueSamsung HBM4 mass production begins shipments
    How: Samsung confirms first HBM4 shipments have begun (TrendForce, KED Global, or Samsung official disclosure)
    Source: https://www.trendforce.com/news/2026/02/09/news-samsung-hbm4-reportedly-to-ship-first-after-lunar-new-year-initial-share-projected-at-mid-20/ — Samsung HBM4 to ship first after Lunar New Year, initial share mid-20%conf 92%
  4. 2026-04-11overdueQ2 window check-in (50%)
  5. 2026-05-31pendingQ3 window check-in (75%)
  6. 2026-03-01 → 2026-09-30pendingSamsung secures approximately 30% of Nvidia's 2026 HBM4 allocation (vs SK hynix ~70%)
    How: DigiTimes, TrendForce, or KED Global reports Samsung's confirmed HBM4 share for Nvidia at 28-32% range during 2026 ramp
    Source: https://www.digitimes.com/news/a20251216PD218/hbm4-samsung-nvidia-2026-sk-hynix.html — Samsung nears deal to supply over 30% of Nvidia HBM4 in 2026conf 78%
  7. 2026-07-01 → 2026-12-31pendingVera Rubin platform begins volume ramp in second half 2026
    How: Nvidia confirms Rubin volume shipments to hyperscale customers in Q3 or Q4 2026 earnings call
    Source: https://www.tradingkey.com/analysis/stocks/us-stocks/261447057-nvidia-ces-2026-vera-rubin-enters-mass-production-tradingkey — Vera Rubin enters mass production at CES 2026conf 85%
  8. 2026-09-01 → 2027-03-31pendingSamsung global HBM market share crosses 28% threshold per TrendForce/Counterpoint
    How: Independent market tracker (TrendForce, Counterpoint, Omdia) publishes quarterly HBM market share showing Samsung at >=28% of total industry HBM revenue or unit share
    Source: https://www.kedglobal.com/korean-chipmakers/newsView/ked202603080004 — Samsung wins Vera Rubin HBM4 slots, widening lead over Micronconf 60%

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: 29%)

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_sweep2026-05-02T22:07:21Z28.6%-21.4pp
metadata_milestone_miss_sweep bayesian_v2 n=4 inside=0.286 blend=0.286 LLR=-0.915 κ=0.58 no_blend
Raw metadata
{
  "trf": 0.6650500679109432,
  "kappa": 0.5833,
  "base_rate": null,
  "predictor": "Morgan Stanley",
  "total_llr": -1.6218604324326575,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": 0,
  "bayes_factor": "2.5:1 against",
  "blend_reason": "no reference_class linked",
  "inside_prior": 0.5,
  "kappa_source": "predictor_table",
  "n_milestones": 4,
  "blend_applied": false,
  "contributions": [
    {
      "llr": -0.4054651081081644,
      "kind": "llm_pre_event",
      "kappa": 0.554135,
      "label": "Samsung passes Nvidia HBM4 qualification and signs Vera Rubin supply contract",
      "weight": 0.4,
      "strength": "weak",
      "confidence": 0.95,
      "source_url": null,
      "adjusted_llr": -0.22468240768151768,
      "expected_date": "2026-02-15",
      "measurement_criterion": "Samsung publicly confirms (via earnings call, press release, or sourced media report) it has passed Nvidia qualification and secured purchase orders for HBM4 destined for Vera Rubin"
    },
    {
      "llr": -0.4054651081081644,
      "kind": "quartile_checkpoint",
      "kappa": 0.5833,
      "label": "Q1 window check-in (25%)",
      "weight": 0.05,
      "strength": "weak",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.2365077975594923,
      "expected_date": "2026-02-20",
      "measurement_criterion": null
    },
    {
      "llr": -0.4054651081081644,
      "kind": "llm_pre_event",
      "kappa": 0.5366360000000001,
      "label": "Samsung HBM4 mass production begins shipments",
      "weight": 0.4,
      "strength": "weak",
      "confidence": 0.92,
      "source_url": null,
      "adjusted_llr": -0.21758717375473294,
      "expected_date": "2026-03-02",
      "measurement_criterion": "Samsung confirms first HBM4 shipments have begun (TrendForce, KED Global, or Samsung official disclosure)"
    },
    {
      "llr": -0.4054651081081644,
      "kind": "quartile_checkpoint",
      "kappa": 0.5833,
      "label": "Q2 window check-in (50%)",
      "weight": 0.05,
      "strength": "weak",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.2365077975594923,
      "expected_date": "2026-04-11",
      "measurement_criterion": null
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "prior_prob",
  "inside_weight": 0.5344649524623397,
  "outside_weight": 0.4655350475376603,
  "posterior_prob": 0.2859195452967408,
  "posterior_logit": -0.9152851765552352,
  "predictor_brier": 0.01,
  "inside_posterior": 0.2859195452967408,
  "blended_posterior": 0.2859195452967408,
  "reference_class_id": null,
  "total_adjusted_llr": -0.9152851765552352,
  "predictor_n_resolved": 1
}

Network propagation neighbors

Top edges sorted by latest LBP cross-impact
All propagation →

No propagation data yet. Run inference/.venv/bin/python scripts/ops/run_loopy_belief_propagation.py on the droplet, or wait for the Sunday 02:00 UTC weekly cron.

Ticker exposure

28 ticker(s) linked

Beneficiaries (24)

TSMAMBAARMCEVACRWVDOCNIRENMUNBISNVDASITMALABCSCODELLATEYYAVGONXPIQCOMINTCSIEGYLNVGYAMDANETMRVL

Prerequisites (0)

Predictions that must hit first
TypePredTitleDomainLag
No prerequisites

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.611edgar_8kBeam Global (BEEM) (CIK 0001398805)mentionspending2026-05-15
0.593polymarketCounter-Strike: PARIVISION vs Liquid (BO1) - CS Asia Championships Group B63%mentionspending2026-05-07
0.591polymarketValorant: Leviatán Esports vs Global Esports (BO3) - VCT Masters London Group Stage56%mentionspending2026-05-26
0.585fdaFDA ANDA213929: LEUCOVORIN CALCIUM (LEUCOVORIN CALCIUM) — LEADINGmentionspending2026-05-05
0.585fdaFDA BLA761340: EPYSQLI (ECULIZUMAB-AAGH) — SAMSUNG BIOEPIS CO LTDmentionspending2026-04-28
0.582fdaFDA ANDA217554: LENALIDOMIDE (LENALIDOMIDE) — DEVA HOLDING ASmentionspending2026-04-27
0.581fdaFDA BLA761059: HADLIMA (ADALIMUMAB-BWWD) — SAMSUNG BIOEPIS CO LTDmentionspending2026-04-29
0.580polymarketCounter-Strike: TheMongolz vs Lynn Vision (BO1) - CS Asia Championships Group B74%mentionspending2026-05-07
0.579polymarketLoL: Vivo Keyd Stars vs LOUD (BO5) - CBLOL Playoffs0%mentionspending2026-05-04
0.577polymarketLoL: Vivo Keyd Stars vs LOUD - Game 4 Winner0%mentionspending2026-05-04

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "20%→28% HBM share",
  "mode": "FORECAST",
  "role": "Cited-Firm",
  "caveats": "Qualification slips or yield issues would derail share-gain narrative.",
  "context": "Catch-up thesis for Samsung HBM — predicated on aggressive HBM4 qualification success.",
  "to_year": 2026,
  "cited_by": "Synthesis report",
  "conv_cues": "specific share gain; MS research",
  "direction": "NUMERIC_TARGET",
  "from_year": 2026,
  "timeframe": "2026",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Samsung passes Nvidia HBM4 qualification and signs Vera Rubin supply contract",
      "source": "https://fintool.com/news/samsung-hbm4-nvidia-vera-rubin — Samsung begins world's first HBM4 mass production for Vera Rubin",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.95,
      "expected_date": "2026-02-15",
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep",
      "research_origin": "deep_research",
      "measurement_criterion": "Samsung publicly confirms (via earnings call, press release, or sourced media report) it has passed Nvidia qualification and secured purchase orders for HBM4 destined for Vera Rubin"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2026-02-20",
      "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": "Samsung HBM4 mass production begins shipments",
      "source": "https://www.trendforce.com/news/2026/02/09/news-samsung-hbm4-reportedly-to-ship-first-after-lunar-new-year-initial-share-projected-at-mid-20/ — Samsung HBM4 to ship first after Lunar New Year, initial share mid-20%",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.92,
      "expected_date": "2026-03-02",
      "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": "2026-03-31",
        "from": "2026-02-01"
      },
      "measurement_criterion": "Samsung confirms first HBM4 shipments have begun (TrendForce, KED Global, or Samsung official disclosure)"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -3,
      "source_id": null,
      "expected_date": "2026-04-11",
      "observed_date": null,
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -2,
      "source_id": null,
      "expected_date": "2026-05-31",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Samsung secures approximately 30% of Nvidia's 2026 HBM4 allocation (vs SK hynix ~70%)",
      "source": "https://www.digitimes.com/news/a20251216PD218/hbm4-samsung-nvidia-2026-sk-hynix.html — Samsung nears deal to supply over 30% of Nvidia HBM4 in 2026",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -1,
      "source_id": null,
      "confidence": 0.78,
      "expected_date": "2026-06-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-09-30",
        "from": "2026-03-01"
      },
      "measurement_criterion": "DigiTimes, TrendForce, or KED Global reports Samsung's confirmed HBM4 share for Nvidia at 28-32% range during 2026 ramp"
    },
    {
      "kind": "event",
      "label
... (truncated)