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SEM_019predictionSemishardware

Samsung will produce 150,000 wafers/month in sub-7nm processes by 2026, serving as critical secondary Western supplier.

Predictor: Samsung (All-In Podcast analysis)

Prior probability
72.0%
Current probability
54.6%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
in_progress
Window
2026-01-01 – 2026-12-31
Edges in / out
3 / 5
Tickers exposed
32

Prediction text

Samsung will produce 150,000 wafers/month in sub-7nm processes by 2026, serving as critical secondary Western supplier. | Samsung 2nm yield + customer-win disclosures

Key catalyst: Samsung 2nm yield + customer-win disclosures

Watch events: Samsung 2nm GAA yield disclosures; foundry customer wins (Qualcomm, Tesla Dojo, etc.)

Resolution evidence

Status: in_progress

Samsung Foundry 2nm node targeted for 2025, ramping 2026. Hwaseong P3 + Pyeongtaek P3 lines expanding sub-7nm capacity per Samsung disclosures.

Predictor: Samsung (All-In Podcast analysis)

κ + Brier as of 2026-05-22
κ (discount)
0.500
Brier
Hits / Misses
0 / 0
Hit rate

Evidence about this node from Samsung (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

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

6 prob_history rows
0%25%50%75%100%prior 72%2026-04-302026-05-032026-05-30
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 54.6%

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: 3 overdue ⏱ · 3 pending
  1. 2026-02-22overdueQ1 window check-in (25%)
  2. 2026-04-15overdueQ2 window check-in (50%)
  3. 2026-01-01 → 2026-09-30overdueSamsung 2nm yields reach 55-60% commercially viable level
    How: TrendForce or Samsung confirms 2nm GAA yields at 55-60% sustained level — commercially viable for AI accelerator and SoC customers
    Source: https://www.trendforce.com/news/2025/11/25/news-samsung-reportedly-hits-55-60-2nm-yields-eyeing-an-edge-through-early-gaa-deployment/ — Samsung 2nm yields 55-60%conf 75%
  4. 2026-06-06pendingQ3 window check-in (75%)
  5. 2026-01-01 → 2026-12-31pendingSamsung 2nm foundry capacity scales to 100K wpm in 2026
    How: TrendForce, DigiTimes, or Samsung disclosure confirms Samsung 2nm production capacity reaches 100K wafers per month during 2026 ramp
    Source: https://www.lambdafin.com/articles/semiconductor-wafer-starts — Samsung 2nm capacity 40K wpm scaling to 100K in 2026conf 70%
  6. 2026-01-01 → 2026-12-31pendingSamsung wins major Western customer (AMD, Qualcomm, Tesla, or hyperscaler) for sub-7nm production
    How: Samsung secures publicly disclosed major Western customer for sub-7nm wafer commitments — confirming 'critical secondary supplier' role thesis
    Source: https://www.nextbigfuture.com/2025/07/samsung-versus-tsmc-versus-intel.html — Samsung vs TSMC vs Intel competitive positionconf 55%
  7. 2026-06-01 → 2026-12-31pendingCombined Samsung 3nm + 5nm + 2nm sub-7nm capacity reaches 150K wpm
    How: Samsung Foundry total sub-7nm capacity (3nm GAA + 5/4nm + 2nm) reaches at least 150K wafers per month based on TrendForce or DigiTimes capacity tracking
    Source: https://www.lambdafin.com/articles/semiconductor-wafer-starts — semiconductor wafer starts 2026 capacity nodesconf 60%
  8. 2026-06-01 → 2026-12-31pendingSamsung 1c DRAM scales to 200K wafers/month (related capacity buildout)
    How: Samsung confirms 1c DRAM production reaching 200K wafers/month — about 1/3 of total DRAM output (cascading capacity signal)
    Source: https://www.trendforce.com/news/2025/11/19/news-samsung-reportedly-plans-200k-1c-dram-wafersmonth-by-2026-about-one-third-of-its-total-output/ — Samsung 200K 1c DRAM wpm by 2026conf 65%

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: 55%)

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_sweep2026-05-30T22:15:00Z54.6%-3.7pp
metadata_milestone_miss_sweep bayesian_v2 n=1 inside=0.546 blend=0.546 LLR=-0.152 κ=0.50 no_blend
Raw metadata
{
  "trf": 0.5881123843731557,
  "kappa": 0.5,
  "base_rate": null,
  "predictor": "Samsung (All-In Podcast analysis)",
  "total_llr": -0.4054651081081644,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": 0.3351151911226174,
  "bayes_factor": "1.2:1 against",
  "blend_reason": "no reference_class linked",
  "inside_prior": 0.5830034586318005,
  "kappa_source": "predictor_table",
  "n_milestones": 1,
  "blend_applied": false,
  "contributions": [
    {
      "llr": -0.4054651081081644,
      "kind": "llm_pre_event",
      "kappa": 0.375,
      "label": "Samsung 2nm yields reach 55-60% commercially viable level",
      "weight": 0.4,
      "strength": "weak",
      "confidence": 0.75,
      "source_url": null,
      "adjusted_llr": -0.15204941554056164,
      "expected_date": "2026-05-17",
      "measurement_criterion": "TrendForce or Samsung confirms 2nm GAA yields at 55-60% sustained level — commercially viable for AI accelerator and SoC customers"
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.5883213309387909,
  "outside_weight": 0.4116786690612091,
  "posterior_prob": 0.5456390562592756,
  "posterior_logit": 0.18306577558205575,
  "predictor_brier": null,
  "inside_posterior": 0.5456390562592756,
  "blended_posterior": 0.5456390562592756,
  "reference_class_id": null,
  "total_adjusted_llr": -0.15204941554056164,
  "predictor_n_resolved": 0
}
LBP2026-05-10T02:00:02Z58.3%+1.6pp
Network propagation: 56.7% → 58.3%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z56.7%+3.2pp
Network propagation: 53.5% → 56.7%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
metadata_milestone_miss_sweep2026-05-02T22:07:21Z53.5%-9.8pp
metadata_milestone_miss_sweep bayesian_v2 n=2 inside=0.535 blend=0.535 LLR=-0.405 κ=0.50 no_blend
Raw metadata
{
  "trf": 0.6650500679109432,
  "kappa": 0.5,
  "base_rate": null,
  "predictor": "Samsung (All-In Podcast analysis)",
  "total_llr": -0.8109302162163288,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": 0.5466154137979543,
  "bayes_factor": "1.5:1 against",
  "blend_reason": "no reference_class linked",
  "inside_prior": 0.6333499852328351,
  "kappa_source": "predictor_table",
  "n_milestones": 2,
  "blend_applied": false,
  "contributions": [
    {
      "llr": -0.4054651081081644,
      "kind": "quartile_checkpoint",
      "kappa": 0.5,
      "label": "Q1 window check-in (25%)",
      "weight": 0.05,
      "strength": "weak",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.2027325540540822,
      "expected_date": "2026-02-22",
      "measurement_criterion": null
    },
    {
      "llr": -0.4054651081081644,
      "kind": "quartile_checkpoint",
      "kappa": 0.5,
      "label": "Q2 window check-in (50%)",
      "weight": 0.05,
      "strength": "weak",
      "confidence": null,
      "source_url": null,
      "adjusted_llr": -0.2027325540540822,
      "expected_date": "2026-04-15",
      "measurement_criterion": null
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.5344649524623397,
  "outside_weight": 0.4655350475376603,
  "posterior_prob": 0.535229105512794,
  "posterior_logit": 0.14115030568978992,
  "predictor_brier": null,
  "inside_posterior": 0.535229105512794,
  "blended_posterior": 0.535229105512794,
  "reference_class_id": null,
  "total_adjusted_llr": -0.4054651081081644,
  "predictor_n_resolved": 0
}
LBP2026-04-30T16:39:51Z63.3%-3.1pp
Network propagation: 66.4% → 63.3%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z66.4%-5.6pp
Network propagation: 72.0% → 66.4%
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
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.720+0.121
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.720+0.094
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.720-0.060

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq247_055
Acquisition of small specialized AI teams for hundreds of miDave Blundin
49.9%0.6500.050-0.106
prereq230_006
The frontier models will go dark — kept internal to benefit Peter Diamandis
48.0%0.6500.050-0.087
prereq242_031
Most large companies' business models will be disrupted in 2Peter Diamandis
36.1%0.6500.050+0.032
prereq247_023
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40.8%0.7200.050+0.025
prereq248_033
Superhuman AI will make BCI-enhanced humans irrelevant compaDave Blundin
36.7%0.6000.050-0.003

Ticker exposure

32 ticker(s) linked

Beneficiaries (24)

ALABAMBAARMASMLCEVACRWVIRENMUNBISNVDASITMTSMAMDNXPIANETMRVLCSCODELLAVGOSIEGYLNVGYAMATQCOMATEYY

Adverse (4)

AMATINTCLRCXAMD

Prerequisites (3)

Predictions that must hit first
TypePredTitleDomainLag
killerTK09Energy Grid Cap (Data Center Power Wall)
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK06China-Taiwan Military Conflict

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq247_023AI will be able to do everything a white collar worker does imminentlyAI
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
prereq247_055Acquisition of small specialized AI teams for hundreds of millions will become commonAI
prereq248_033Superhuman AI will make BCI-enhanced humans irrelevant compared to AI 2 years from today.AI

Linked documents (1)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.633gdelt10729150mentionspending2026-04-30

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "150K wafers/mo sub-7nm",
  "mode": "FORECAST",
  "role": "Cited-Analyst",
  "context": "Samsung sub-7nm projection ~150K wpm (including ~50K at 3nm) = meaningful secondary supplier to Western-aligned compute infrastructure.",
  "to_year": 2026,
  "conv_cues": "expected; bolsters supply chain",
  "direction": "NUMERIC_TARGET",
  "from_year": 2026,
  "timeframe": "2026",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -6,
      "source_id": null,
      "expected_date": "2026-02-22",
      "observed_date": null,
      "miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
      "miss_emitted_by": "metadata_milestone_sweep"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -5,
      "source_id": null,
      "expected_date": "2026-04-15",
      "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 2nm yields reach 55-60% commercially viable level",
      "source": "https://www.trendforce.com/news/2025/11/25/news-samsung-reportedly-hits-55-60-2nm-yields-eyeing-an-edge-through-early-gaa-deployment/ — Samsung 2nm yields 55-60%",
      "status": "overdue",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.75,
      "expected_date": "2026-05-17",
      "miss_emitted_at": "2026-05-30T22:15:00.756418+00:00",
      "miss_emitted_by": "metadata_milestone_sweep",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-09-30",
        "from": "2026-01-01"
      },
      "measurement_criterion": "TrendForce or Samsung confirms 2nm GAA yields at 55-60% sustained level — commercially viable for AI accelerator and SoC customers"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q3 window check-in (75%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -3,
      "source_id": null,
      "expected_date": "2026-06-06",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Samsung 2nm foundry capacity scales to 100K wpm in 2026",
      "source": "https://www.lambdafin.com/articles/semiconductor-wafer-starts — Samsung 2nm capacity 40K wpm scaling to 100K in 2026",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.7,
      "expected_date": "2026-07-02",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-01-01"
      },
      "measurement_criterion": "TrendForce, DigiTimes, or Samsung disclosure confirms Samsung 2nm production capacity reaches 100K wafers per month during 2026 ramp"
    },
    {
      "kind": "llm_post_event",
      "label": "Samsung wins major Western customer (AMD, Qualcomm, Tesla, or hyperscaler) for sub-7nm production",
      "source": "https://www.nextbigfuture.com/2025/07/samsung-versus-tsmc-versus-intel.html — Samsung vs TSMC vs Intel competitive position",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -1,
      "source_id": null,
      "confidence": 0.55,
      "expected_date": "2026-07-02",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-01-01"
      },
      "measurement_criterion": "Samsung secures publicly disclosed major Western customer for sub-7nm wafer commitments — confirming 'critical secondary supplier' role thesis"
    },
    {
      "kind": "event",
      "label": "Samsung will produce 150,000 wafers/month in sub-7nm processes by 2026, serving as critical secondary Western supplier.",
      "status": "pending",
      "weig
... (truncated)