China has massive latent 'ghost data center' capacity — fully powered facilities sitting empty awaiting compute — such that if export controls relax or are bypassed, China has near-immediate physical capacity to train frontier models equivalent to Anth...
Predictor: Jensen Huang
Prediction text
China has massive latent 'ghost data center' capacity — fully powered facilities sitting empty awaiting compute — such that if export controls relax or are bypassed, China has near-immediate physical capacity to train frontier models equivalent to Anthropic's Claude Mythos. | They have ghost cities, they have ghost datacenters too | Any relaxation/bypass of US export controls; domestic Chinese chip ramp
Key catalyst: Any relaxation/bypass of US export controls; domestic Chinese chip ramp
Watch events: China advanced-node wafer output; export-control exceptions or loopholes; DeepSeek/Qwen/Kimi frontier benchmarks
Verbatim quote
They have ghost cities, they have ghost datacenters too
Resolution evidence
WSJ Nov 2025: INF Tech accessed advanced NVIDIA chips via Indosat Jakarta DC despite export controls. DeepSeek V3/R1 demonstrated frontier-class training with constrained hardware.
Predictor: Jensen Huang
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: regulatory_freeze_window
Major-country regulatory pause/moratorium on AI capability research lasting >6 months
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
Milestone chain
- 2026-01-31overdueQ1 window check-in (25%)
- 2026-03-02overdueQ2 window check-in (50%)
- 2026-04-01overdueQ3 window check-in (75%)
- 2026-03-01 → 2026-09-30pendingChina data center construction capacity disclosure (MIIT or equivalent)How: China's Ministry of Industry and Information Technology (MIIT) or major Chinese cloud (Alibaba, Tencent, Baidu) publicly discloses idle/under-utilized data center capacitySource: MIIT.gov.cn, Reuters China coverage, SCMP Tech, Caixin Globalconf 40%
- 2026-04-01 → 2026-11-30pendingChinese frontier model trained on domestic chips reaches Claude/GPT-class capabilityHow: DeepSeek, Alibaba Qwen, ByteDance Doubao, or peer releases a frontier model trained primarily on domestic Huawei Ascend / Cambricon / SMIC silicon, with benchmarks ≥85% of Claude Sonnet / GPT-4o levels on MMLU + SWE-BenchSource: DeepSeek-AI blog (https://www.deepseek.com), Alibaba Cloud announcements, HuggingFace leaderboardsconf 60%Notes: DeepSeek V3/V4 already demonstrated competitive results on H800-class chips; further frontier-class with fully domestic stack is the bar.
- 2026-04-01 → 2026-11-30pendingU.S. export-control modification or enforcement gap announcedHow: Bureau of Industry and Security (BIS) announces changes to chip export controls, OR Reuters/NYT reports gap in enforcement allowing >100,000 H100/H200/B200 equivalent to reach ChinaSource: BIS.doc.gov, Reuters, NYT investigative reporting, Center for Strategic and International Studiesconf 55%
- 2026-09-01 → 2027-06-30pendingChinese AI lab announces frontier-scale training run on domestic infrastructureHow: Public announcement of frontier model training on ≥10K-equivalent-H100 cluster located in ChinaSource: Lab blog posts, Reuters, SCMP Techconf 50%
What if this resolves?
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
Raw metadata
{
"trf": 0.5766698637873985,
"kappa": 0.8077,
"base_rate": 0.05,
"predictor": "Jensen Huang",
"total_llr": 0,
"bayesian_v2": true,
"prior_logit": 0.1784432190618108,
"bayes_factor": "1:1 (no signal)",
"blend_reason": "blend 60% inside / 40% outside (TRF=0.577, base_rate=0.050 from regulatory_freeze_window)",
"inside_prior": 0.5444928057782582,
"kappa_source": "predictor_table",
"blend_applied": true,
"contributions": [
{
"llr": 0,
"kappa": 0.8077,
"label": "If China is blocking US chips and pushing domestic, the 'ghost data center' thesis is in tension.",
"adjusted_llr": 0
}
],
"evidence_kind": "intake_event_update",
"inside_source": "history_v2",
"inside_weight": 0.596331095348821,
"outside_weight": 0.403668904651179,
"posterior_prob": 0.2530961100525352,
"evidence_origin": "daily_intake",
"llm_suggestions": [
{
"polarity": "mentions",
"status_change": "partial",
"evidence_strength": "weak",
"delta_prob_suggestion": -0.03
}
],
"posterior_logit": 0.1784432190618108,
"predictor_brier": 0.01276,
"evidence_doc_ids": [],
"inside_posterior": 0.5444928057782582,
"blended_posterior": 0.2530961100525352,
"reference_class_id": "regulatory_freeze_window",
"total_adjusted_llr": 0,
"predictor_n_resolved": 8
}Raw metadata
{
"source": "backfill_resolution_history.py",
"status": "partial",
"bayesian_v2": false,
"outcome_prob": 0.5,
"evidence_kind": "resolution_terminal",
"posterior_prob": 0.5,
"delta_to_outcome": 0.09372999999999998,
"inside_posterior": 0.40627,
"validation_notes": "WSJ Nov 2025: INF Tech accessed advanced NVIDIA chips via Indosat Jakarta DC despite export controls. DeepSeek V3/R1 demonstrated frontier-class training with constrained hardware.",
"validation_status": "hit",
"pre_resolution_prob": 0.40627,
"resolution_evidence": "WSJ Nov 2025: INF Tech accessed advanced NVIDIA chips via Indosat Jakarta DC despite export controls. DeepSeek V3/R1 demonstrated frontier-class training with constrained hardware.",
"does_not_update_current_prob": true
}Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
Top outgoing (children)
Predictions THIS node influences
No outgoing edges.
Ticker exposure
Beneficiaries (24)
Adverse (4)
Prerequisites (3)
Dependents (1)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| correlate | COD_TECH_001 | A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps | Semis | — |
Expected milestones (1)
| Expected by | Description | Status |
|---|---|---|
| 2026-12-31 | [Geopolitics 2026-12] [INF_004] China advanced-node wafer output; export-control exceptions or loopholes; DeepSeek/Qwen/Kimi frontie [SEM_021] DeepSeek V5 release; Qwen 3 scale; MoE ternary-weight model benchmark releases [235_007] | pending |
Validations (2)
| Observed at | Status | By | Notes |
|---|---|---|---|
| 2026-05-21 | partial | intake:7afeeb9a-f217-4dd2-b910-24ff14bdfc39 | If China is blocking US chips and pushing domestic, the 'ghost data center' thesis is in tension. |
| 2026-04-29 | hit | thesis_timeline_v1.0_import | WSJ Nov 2025: INF Tech accessed advanced NVIDIA chips via Indosat Jakarta DC despite export controls. DeepSeek V3/R1 demonstrated frontier-class training with constrained hardware. |
Raw metadata
{
"nia": true,
"mode": "FORECAST",
"role": "Guest-CEO",
"context": "On the Dwarkesh Patel podcast (Apr 16 2026), Huang described China's compute situation as the inverse of the US: US has chips but lacks power and land; China has power and shells but lacks chips. Bottleneck asymmetry.",
"to_year": 2027,
"verbatim": "They have ghost cities, they have ghost datacenters too",
"conv_cues": "CEO FIRST_PERSON; direct statement; explicit capability",
"direction": "HAPPEN",
"from_year": 2026,
"timeframe": "2026 (ongoing)",
"conv_level": "HIGH",
"milestones": [
{
"kind": "quartile_checkpoint",
"label": "Q1 window check-in (25%)",
"status": "overdue",
"weight": 0.05,
"ordinal": -3,
"source_id": null,
"expected_date": "2026-01-31",
"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": -2,
"source_id": null,
"expected_date": "2026-03-02",
"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": "overdue",
"weight": 0.05,
"ordinal": -1,
"source_id": null,
"expected_date": "2026-04-01",
"observed_date": null,
"miss_emitted_at": "2026-05-02T22:07:21.384228+00:00",
"miss_emitted_by": "metadata_milestone_sweep"
},
{
"kind": "event",
"label": "China has massive latent 'ghost data center' capacity — fully powered facilities sitting empty awaiting compute — such that if export contro",
"status": "partial",
"weight": 1,
"ordinal": 0,
"source_id": "INF_004",
"expected_date": "2026-05-01",
"observed_date": "2026-05-01"
},
{
"kind": "llm_pre_event",
"label": "China data center construction capacity disclosure (MIIT or equivalent)",
"source": "MIIT.gov.cn, Reuters China coverage, SCMP Tech, Caixin Global",
"status": "pending",
"weight": 0.4,
"ordinal": 1,
"source_id": null,
"confidence": 0.4,
"expected_date": "2026-06-15",
"research_origin": "training",
"expected_date_range": {
"to": "2026-09-30",
"from": "2026-03-01"
},
"measurement_criterion": "China's Ministry of Industry and Information Technology (MIIT) or major Chinese cloud (Alibaba, Tencent, Baidu) publicly discloses idle/under-utilized data center capacity"
},
{
"kind": "llm_pre_event",
"label": "Chinese frontier model trained on domestic chips reaches Claude/GPT-class capability",
"notes": "DeepSeek V3/V4 already demonstrated competitive results on H800-class chips; further frontier-class with fully domestic stack is the bar.",
"source": "DeepSeek-AI blog (https://www.deepseek.com), Alibaba Cloud announcements, HuggingFace leaderboards",
"status": "pending",
"weight": 0.4,
"ordinal": 2,
"source_id": null,
"confidence": 0.6,
"expected_date": "2026-07-31",
"research_origin": "training",
"expected_date_range": {
"to": "2026-11-30",
"from": "2026-04-01"
},
"measurement_criterion": "DeepSeek, Alibaba Qwen, ByteDance Doubao, or peer releases a frontier model trained primarily on domestic Huawei Ascend / Cambricon / SMIC silicon, with benchmarks ≥85% of Claude Sonnet / GPT-4o levels on MMLU + SWE-Bench"
},
{
"kind": "llm_pre_event",
"label": "U.S. export-control modification or enforcement gap announced",
"source": "BIS.doc.gov, Reuters, NYT investigative reporting, Center for Strategic and International Studies",
"status": "pending",
"weight": 0
... (truncated)