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SEM_016predictionSemis/Geopoliticshardware

Huawei will emerge as the unexpected victor in the 2026 chip war — not via immediate capacity but via forced supply-chain resilience.

Predictor: David Friedberg

Prior probability
30.0%
Current probability
23.7%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-01-01 – 2026-12-31
Edges in / out
3 / 5
Tickers exposed
32

Prediction text

Huawei will emerge as the unexpected victor in the 2026 chip war — not via immediate capacity but via forced supply-chain resilience. | Huawei quarterly shipment + SMIC capacity reports

Key catalyst: Huawei quarterly shipment + SMIC capacity reports

Watch events: Huawei Ascend AI chip shipment volumes; SMIC advanced-node capacity updates; HarmonyOS NEXT adoption

Resolution evidence

Status: pending

Huawei Mate 60 shipped 7nm SMIC chips 2023-2025. Ascend 910B/C AI chips shipping at scale. Huawei HarmonyOS NEXT decoupled from Android. Vertical stack increasingly real.

Predictor: David Friedberg

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

Evidence about this node from David Friedberg 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 30%2026-04-302026-05-022026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 23.7%

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: 1 fired ✓ · 2 overdue ⏱ · 1 pending
  1. 2026-02-25overdueQ1 window check-in (25%)
  2. 2026-04-01hitHuawei Ascend 950PR begins mass production at SMIC
    How: Huawei or SMIC publicly confirms mass production start of Ascend 950PR (CUDA-compatible AI accelerator) with target 750K units in 2026; reported by Reuters/Bloomberg/Tom's Hardware
    Source: https://www.abhs.in/blog/huawei-ascend-950pr-bytedance-alibaba-cuda-compatible-nvidia-china-2026conf 85%
  3. 2026-04-21overdueQ2 window check-in (50%)
  4. 2026-06-15pendingQ3 window check-in (75%)
  5. 2026-04-15hitByteDance + Alibaba large Ascend 950PR purchase orders confirmed ($5B+ scale)
    How: Public reporting (Reuters/Nikkei/Bloomberg) confirms ByteDance or Alibaba placed AI chip orders with Huawei Ascend totaling $5B+ in 2026, displacing some NVIDIA H200 demand
    Source: https://www.abhs.in/blog/huawei-ascend-950pr-bytedance-alibaba-cuda-compatible-nvidia-china-2026conf 70%
  6. 2026-05-01 → 2026-12-31pendingHuawei in-house HBM ships in 950PR variant (resilience milestone)
    How: Huawei or supply-chain analyst (SemiAnalysis/TechInsights) confirms Huawei in-house HBM (vs SK Hynix/Samsung) shipping in Ascend 950PR/950DT, reducing foreign-supply dependency
    Source: https://www.tomshardware.com/tech-industry/semiconductors/huawei-unveils-ascend-roadmap-backed-by-in-house-hbmconf 55%
  7. 2026-06-01 → 2026-12-31pendingSMIC reaches 60K wafers/month advanced-node (7nm/5nm) capacity
    How: SMIC quarterly earnings / Tom's Hardware / TrendForce reports SMIC advanced-node monthly wafer capacity at or above 60,000 by end-2026 (vs 45K end-2025)
    Source: https://newsletter.semianalysis.com/p/huawei-ascend-production-rampconf 65%
  8. 2026-08-01 → 2027-02-28pendingCascade: NVIDIA China data-center revenue lags expectations as Ascend 950PR captures share
    How: NVIDIA quarterly earnings (FY27 Q2-Q4) shows China DC revenue significantly below pre-2026 forecasts, attributed by analysts to Huawei Ascend domestic-substitution
    Source: https://www.tomshardware.com/tech-industry/artificial-intelligence/huawei-could-seize-chinas-ai-chip-crown-in-2026-as-nvidias-h200-shipments-stall-in-regulatory-limbo-beijing-pushes-homegrown-ai-hardware-dominance-in-a-market-projected-to-hit-usd67-billion-by-2030conf 60%
  9. 2026-10-01 → 2027-02-28pendingCumulative Ascend 910C + 950 series shipments cross 1.6M dies in 2026
    How: Huawei annual report / SemiAnalysis Q4 review confirms total 2026 Ascend (910C + 950PR + 950DT) shipments approach 1.6M dies, doubling 2025 output
    Source: https://techblog.comsoc.org/2025/10/02/huawei-to-double-output-of-ascend-ai-chips-in-2026-openai-orders-hbm-chips-from-sk-hynix-samsung-for-stargate-uae-project/conf 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: 24%)

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
LBP2026-05-10T02:00:02Z23.7%+1.5pp
Network propagation: 22.1% → 23.7%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z22.1%+2.8pp
Network propagation: 19.4% → 22.1%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
metadata_milestone_miss_sweep2026-05-02T22:07:21Z19.4%-7.1pp
metadata_milestone_miss_sweep bayesian_v2 n=2 inside=0.194 blend=0.194 LLR=-0.405 κ=0.50 no_blend
Raw metadata
{
  "trf": 0.6650500679109432,
  "kappa": 0.5,
  "base_rate": null,
  "predictor": "David Friedberg",
  "total_llr": -0.8109302162163288,
  "grace_days": 7,
  "bayesian_v2": true,
  "prior_logit": -1.02034723089418,
  "bayes_factor": "1.5:1 against",
  "blend_reason": "no reference_class linked",
  "inside_prior": 0.2649597696832649,
  "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": "2026-02-25",
      "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": "2026-04-21",
      "measurement_criterion": null
    }
  ],
  "evidence_kind": "metadata_milestone_miss_sweep",
  "inside_source": "history_v2",
  "inside_weight": 0.5344649524623397,
  "outside_weight": 0.4655350475376603,
  "posterior_prob": 0.19375200901712578,
  "posterior_logit": -1.4258123390023443,
  "predictor_brier": null,
  "inside_posterior": 0.19375200901712578,
  "blended_posterior": 0.19375200901712578,
  "reference_class_id": null,
  "total_adjusted_llr": -0.4054651081081644,
  "predictor_n_resolved": 0
}
LBP2026-04-30T16:39:51Z26.5%-1.2pp
Network propagation: 27.7% → 26.5%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z27.7%-2.3pp
Network propagation: 30.0% → 27.7%
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%0.0500.300+0.043
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.300+0.033
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.300-0.024

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%0.6500.050-0.302
prereq230_006
The frontier models will go dark — kept internal to benefit Peter Diamandis
48.0%0.6500.050-0.283
prereq247_023
AI will be able to do everything a white collar worker does Dave Blundin
40.8%0.7200.050-0.194
prereq248_033
Superhuman AI will make BCI-enhanced humans irrelevant compaDave Blundin
36.7%0.6000.050-0.183
prereq242_031
Most large companies' business models will be disrupted in 2Peter Diamandis
36.1%0.6500.050-0.165

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 (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
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0.575manifoldChina uses military force to take Taiwan by July 1, 20262%mentionspending2026-05-08
0.574polymarketWill Evan Pettus be the leader of Venezuela end of 2026?0%mentionspending2026-01-04
0.573polymarketWill Dinorah Figuera be the leader of Venezuela end of 2026?0%mentionspending2026-01-04
0.570manifoldWhich country will win the 2026 ICPC World Finals?mentionspending2026-04-28
0.565manifoldWill the Trump-branded Trump Mobile Phone actually exist before the next Presidential election?94%mentionspending2026-05-12
0.559manifoldWho will win poker at Manifest 2026?mentionspending2026-06-05
0.554manifoldWill the 2026 Fifa World Cup winner, draw or lose in the group stage?50%mentionspending2026-05-17
0.549polymarketGreece x Turkey military engagement by June 30?4%mentionspending2025-12-22

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "mode": "PREDICTION",
  "role": "Guest-VC",
  "context": "Friedberg's contrarian 2026 call: US embargoes force Huawei to build full vertical supply-chain independence, yielding resilience advantage over Western stack.",
  "to_year": 2026,
  "conv_cues": "contrarian prediction; unexpected victor",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "2026",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2026-02-25",
      "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": "Huawei Ascend 950PR begins mass production at SMIC",
      "source": "https://www.abhs.in/blog/huawei-ascend-950pr-bytedance-alibaba-cuda-compatible-nvidia-china-2026",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.85,
      "expected_date": "2026-03-01",
      "observed_date": "2026-04-01",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-04-30",
        "from": "2026-01-01"
      },
      "measurement_criterion": "Huawei or SMIC publicly confirms mass production start of Ascend 950PR (CUDA-compatible AI accelerator) with target 750K units in 2026; reported by Reuters/Bloomberg/Tom's Hardware"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "overdue",
      "weight": 0.05,
      "ordinal": -2,
      "source_id": null,
      "expected_date": "2026-04-21",
      "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": -1,
      "source_id": null,
      "expected_date": "2026-06-15",
      "observed_date": null
    },
    {
      "kind": "event",
      "label": "Huawei will emerge as the unexpected victor in the 2026 chip war — not via immediate capacity but via forced supply-chain resilience.",
      "status": "pending",
      "weight": 1,
      "ordinal": 0,
      "source_id": "SEM_016",
      "expected_date": "2026-08-10",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "ByteDance + Alibaba large Ascend 950PR purchase orders confirmed ($5B+ scale)",
      "source": "https://www.abhs.in/blog/huawei-ascend-950pr-bytedance-alibaba-cuda-compatible-nvidia-china-2026",
      "status": "hit",
      "weight": 0.4,
      "ordinal": 1,
      "source_id": null,
      "confidence": 0.7,
      "expected_date": "2026-08-30",
      "observed_date": "2026-04-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-04-30"
      },
      "measurement_criterion": "Public reporting (Reuters/Nikkei/Bloomberg) confirms ByteDance or Alibaba placed AI chip orders with Huawei Ascend totaling $5B+ in 2026, displacing some NVIDIA H200 demand"
    },
    {
      "kind": "llm_pre_event",
      "label": "Huawei in-house HBM ships in 950PR variant (resilience milestone)",
      "source": "https://www.tomshardware.com/tech-industry/semiconductors/huawei-unveils-ascend-roadmap-backed-by-in-house-hbm",
      "status": "pending",
      "weight": 0.4,
      "ordinal": 2,
      "source_id": null,
      "confidence": 0.55,
      "expected_date": "2026-08-31",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-05-01"
      },
      "measurement_criterion": "Huawei or supply-chain analyst (SemiAnalysis/TechInsights) confirms Huawei in-house HBM (vs SK
... (truncated)