Chinese AI strategy is edge computing focused vs US AGI/ASI centered
Predictor: Eric Schmidt · ep#241 "Eric Schmidt on the Robotics Race, Singularity Timeline, and Energy Shortage" · source
Prediction text
Chinese AI strategy is edge computing focused vs US AGI/ASI centered | the Chinese strategy is a bit different. It's less central computing and much more edge computing... We're much more AGI ASI centered | Claude 5 / GPT-6 / Gemini 3 capability benchmarks
Key catalyst: Claude 5 / GPT-6 / Gemini 3 capability benchmarks
Watch events: ARC-AGI-2 scores; Frontier Math Tier 4 benchmark; SWE-bench Verified; Humanity's Last Exam
Verbatim quote
the Chinese strategy is a bit different. It's less central computing and much more edge computing... We're much more AGI ASI centered
Predictor: Eric Schmidt
Calibration plot (stated vs observed)
Evidence about this node from Eric Schmidt 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: agi_breakthrough_5y
Major capability discontinuity (e.g. AGI by named target year, 5-year horizon)
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
- 2026-04-24hitDeepSeek V4 tuned specifically for Huawei Ascend chipsHow: DeepSeek V4 release notes confirm hardware-software co-design for Huawei Ascend (domestic Chinese silicon)Source: https://www.cfr.org/articles/deepseek-v4-signals-a-new-phase-in-the-u-s-china-ai-rivalryconf 95%Notes: HIT — DeepSeek V4 explicitly tuned for Ascend chips, validating Schmidt's edge/distributed thesis vs centralized US AGI bet.
- 2026-04-27hitDeepSeek V4 not competitive with frontier US modelsHow: Independent benchmarks confirm DeepSeek V4 below GPT-5.5 / Claude Opus 4.7 / Gemini 3 on standard reasoning evalsSource: https://www.digitimes.com/news/a20260427VL203/deepseek-ai-efficiency-usa-china.htmlconf 90%Notes: HIT — V4 underperforms frontier US models, confirms US AGI vs China edge strategy split.
- 2026-04-30hitChina's AI+ initiative targets 90% sector integrationHow: Chinese government policy documents confirm AI+ targets >=90% AI integration across key sectors by 2030Source: https://time.com/7339638/eric-schmidt-ai/conf 90%
- 2026-04-30hitOpenAI/Anthropic/Google maintain compute-intensive frontier model focusHow: GPT-5.5, Claude Opus 4.7, Gemini 3 launches emphasize compute scale, RL test-time, frontier capabilities (not edge optimization)Source: https://www.uscc.gov/sites/default/files/2026-03/Two_Loops--How_Chinas_Open_AI_Strategy_Reinforces_Its_Industrial_Dominance.pdfconf 95%
- 2026-06-01 → 2026-12-31pendingChina expands open-weight model leadership globallyHow: Open-weight Chinese models (DeepSeek, Qwen) capture >=50% of HuggingFace top-100 open model downloadsSource: HuggingFace stats, ArtificialAnalysisconf 70%
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
Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 248_024 AI will drive an explosion of new religions and AI cults. — Alex Wissner-Gross | 46.4% | 0.600 | 0.050 | -0.132 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.600 | +0.112 |
| prereq | 248_040 Pausing AI will fail and only accelerate race dynamics. — Alex Wissner-Gross | 53.0% | 0.600 | 0.050 | -0.096 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.600 | +0.084 |
| prereq | 238_020 Math field is 'cooked' — AI will solve research-level mathem — Alex Wissner-Gross | 60.7% | 0.600 | 0.050 | -0.055 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 235_024 In 2-3 years, AI will drive energy overabundance enabling fr — Alex Wissner-Gross | 31.4% | 0.450 | 0.050 | -0.089 |
| prereq | 239_001 Global economy will be 10x its current size in 10 years — Elon Musk | 37.7% | 0.600 | 0.050 | -0.086 |
| prereq | CMQ_003 By 2030, AI models will surpass peak human expert levels acr — Sam Altman | 22.8% | 0.350 | 0.050 | -0.046 |
| prereq | 241_043 ASI will arrive within 2 years to 5 years to this next decad — Peter Diamandis | 35.9% | 0.650 | 0.050 | -0.045 |
| prereq | 235_030 Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203 — Ray Kurzweil | 39.2% | 0.750 | 0.050 | -0.035 |
Ticker exposure
Beneficiaries (14)
Adverse (7)
Prerequisites (11)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 248_040 | Pausing AI will fail and only accelerate race dynamics. | AI | — |
| prereq | 238_009 | Recursive self-improvement is already happening now (no longer three years out) | AI | — |
| prereq | 235_038 | David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. | Biotech/Longevity | — |
| prereq | 238_020 | Math field is 'cooked' — AI will solve research-level mathematics (first open hard math problem imminently) | AI | — |
| prereq | 248_024 | AI will drive an explosion of new religions and AI cults. | Other | — |
| correlate | S_AGI_MID_2029 | AGI mid: Kurzweil 2029 path | agi_general_capability | — |
| correlate | S_AGI_FAST_2027 | AGI fast: drop-in remote worker by 2027-09 | agi_general_capability | — |
| correlate | S_AGI_SLOW_2031 | AGI slow: Schmidt/Hassabis 5-10 year path | agi_general_capability | — |
| correlate | S_AGI_WINTER_2036PLUS | AGI delayed: capability plateau or AI winter | agi_general_capability | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (6)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 235_030 | Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. | Biotech/Longevity | — |
| prereq | 241_043 | ASI will arrive within 2 years to 5 years to this next decade | AI | — |
| prereq | 239_001 | Global economy will be 10x its current size in 10 years | Macro/Economy | — |
| prereq | SEM_034 | True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve everything else'. | AI/AGI | — |
| prereq | 235_024 | In 2-3 years, AI will drive energy overabundance enabling free electricity to nearby communities. | Energy | — |
| prereq | CMQ_003 | By 2030, AI models will surpass peak human expert levels across virtually all cognitive domains — onset of true superintelligence. | AI | — |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=DpwmmXmzvfo",
"mode": "THESIS",
"role": "Guest-CEO",
"context": "the patterns are diverging",
"to_year": 2026,
"verbatim": "the Chinese strategy is a bit different. It's less central computing and much more edge computing... We're much more AGI ASI centered",
"direction": "MIXED",
"from_year": 2026,
"timeframe": "ongoing",
"conv_level": "HIGH",
"milestones": [
{
"kind": "llm_pre_event",
"label": "DeepSeek V4 tuned specifically for Huawei Ascend chips",
"notes": "HIT — DeepSeek V4 explicitly tuned for Ascend chips, validating Schmidt's edge/distributed thesis vs centralized US AGI bet.",
"source": "https://www.cfr.org/articles/deepseek-v4-signals-a-new-phase-in-the-u-s-china-ai-rivalry",
"status": "hit",
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"expected_date": "2026-04-24",
"observed_date": "2026-04-24",
"research_origin": "deep_research",
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},
{
"kind": "prereq",
"label": "Recursive self-improvement is already happening now (no longer three years out)",
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},
{
"kind": "llm_pre_event",
"label": "DeepSeek V4 not competitive with frontier US models",
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"source": "https://www.digitimes.com/news/a20260427VL203/deepseek-ai-efficiency-usa-china.html",
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"expected_date": "2026-04-30",
"observed_date": "2026-04-27",
"research_origin": "deep_research",
"measurement_criterion": "Independent benchmarks confirm DeepSeek V4 below GPT-5.5 / Claude Opus 4.7 / Gemini 3 on standard reasoning evals"
},
{
"kind": "prereq",
"label": "Math field is 'cooked' — AI will solve research-level mathematics (first open hard math problem imminently)",
"status": "partial",
"weight": 0.5,
"ordinal": -2,
"source_id": "238_020",
"expected_date": "2026-05-01",
"observed_date": "2026-05-01"
},
{
"kind": "prereq",
"label": "AI will drive an explosion of new religions and AI cults.",
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},
{
"kind": "event",
"label": "Chinese AI strategy is edge computing focused vs US AGI/ASI centered",
"status": "pending",
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"expected_date": "2026-06-22",
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},
{
"kind": "llm_pre_event",
"label": "China's AI+ initiative targets 90% sector i
... (truncated)