← Cockpit
232_012predictionGeopoliticsAI-scaling

US-China AI situation about to get more complicated regarding open source models and secrets.

Predictor: Ben Horowitz · ep#232 "Ben Horowitz: xAI Executive Exodus, Apple's AI Crisis, The Pace of AI | EP #232" · source

Prior probability
50.0%
Current probability
43.7%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2026-06-01 – 2026-06-30
Edges in / out
10 / 5
Tickers exposed
37

Prediction text

US-China AI situation about to get more complicated regarding open source models and secrets. | this whole thing I think is about to get more complicated.

Verbatim quote

From episode "Ben Horowitz: xAI Executive Exodus, Apple's AI Crisis, The Pace of AI | EP #232"
this whole thing I think is about to get more complicated.

Predictor: Ben Horowitz

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

Evidence about this node from Ben Horowitz 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

3 prob_history rows
0%25%50%75%100%prior 50%2026-04-302026-04-302026-05-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 43.7%

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: 5 fired ✓
  1. 2026-01-13hitBIS / Commerce final rule or update on AI chip export controls in H1 2026
    How: Bureau of Industry and Security publishes final rule revising AI-chip export licensing posture for China; confirmed via Federal Register and BIS announcement
    Source: https://www.mayerbrown.com/en/insights/publications/2026/01/administration-policies-on-advanced-ai-chips-codifiedconf 95%
  2. 2026-03-01 → 2026-12-31pendingChip Security Act (or equivalent location-tracking legislation) passes US House
    How: Chip Security Act passes House floor vote; confirmed via Congress.gov record. As of late March 2026, bill cleared committee and was approved for full House vote
    Source: https://bisi.org.uk/reports/ai-chip-smuggling-the-limits-of-us-export-controlsconf 55%
  3. 2026-05-01 → 2026-12-31pendingDOJ announces additional smuggling indictments or seizures (>$50M) in 2026
    How: DOJ press release announces additional Nvidia/AMD AI-chip smuggling indictment or seizure with stated value >=$50M, on top of the $160M case from March 2026
    Source: https://www.thewirechina.com/2026/03/01/chasing-the-chip-smugglers-nvidia-ai-chips-china/conf 70%
  4. 2026-06-01 → 2027-06-30pendingMajor Chinese frontier model (DeepSeek V5, Qwen 3, GLM-5) released with publicly hidden compute provenance
    How: Chinese AI lab releases model >= GPT-5 / Claude 4.7 / Gemini 3 capability tier without disclosing GPU/training-cluster details, while concurrent investigation alleges sanctioned-chip use; reported by major US outlet
    Source: https://moderndiplomacy.eu/2026/02/24/chinas-deepseek-trains-ai-on-u-s-nvidia-chip-despite-export-ban/conf 70%
  5. 2026-09-01 → 2028-12-31pendingCascade: Worldwide AI-chip export controls enacted (beyond China-specific)
    How: Trump administration or Commerce expands AI-chip export controls to additional countries (Middle East, SE Asia transit hubs) or enacts global allocation system; confirmed via BIS rule, Federal Register, or executive order
    Source: https://www.fool.com/investing/2026/03/05/nvidia-and-amd-could-face-worldwide-ai-chip-export/conf 45%
  6. 2026-09-01 → 2028-12-31pendingCascade: Open-source model leak or repository-takedown action becomes US-China flashpoint
    How: US or Chinese government action against open-source model repository (HuggingFace, Modelscope, GitHub) tied to weight-leak or 'AI secrets' transfer becomes named geopolitical incident covered by Reuters/FT/NYT
    Source: https://www.cfr.org/articles/new-ai-chip-export-policy-china-strategically-incoherent-and-unenforceableconf 40%

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: 44%)

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
LBP2026-05-03T02:00:01Z43.7%-1.5pp
Network propagation: 45.2% → 43.7%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z45.2%-1.9pp
Network propagation: 47.1% → 45.2%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z47.1%-2.9pp
Network propagation: 50.0% → 47.1%
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
prereqSEM_015
Nvidia agreed to remit 15% of China chip-sale revenue directJensen Huang
66.3%0.5000.050-0.085
prereqSEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $5Joseph Moore
68.3%0.5000.050-0.084
killerTK05
Rate Regime Persistence (10y > 5% through 2028)
30.0%0.0500.500-0.072
prereqSEM_012
Nvidia quadrupled chip production output while only doublingJensen Huang
75.0%0.5000.050-0.053
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.500+0.027

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq232_057
First person to arrive on moon/Mars will find bed made by OpDave Blundin
34.8%0.6000.050-0.063
prereq242_023
World will have 10x more wealth around 2034-2036Dave Blundin
34.2%0.6000.050-0.056
prereq246_016
Dragonfly nuclear-powered octicopter arrives at Titan in 203Peter Diamandis
35.6%0.6500.050-0.049
prereq230_020
Peter's 14-year-old son Milan will never get a driver's licePeter Diamandis
34.7%0.6500.050-0.040
prereq240_036
TEPCO's restarted reactor will support 20% of Japan's electrPeter Diamandis
34.3%0.6500.050-0.036

Ticker exposure

37 ticker(s) linked

Beneficiaries (24)

MUWULFIRENEQIXALABAPLDASMIYASMLPLABNVDANBISCRWVAAPLAMTAMZNDELLGOOGLIRMLNVGYMETAMSFTORCLSFTBYSTX

Adverse (6)

ACNGENCHGGIBMWNSLRN

Prerequisites (10)

Predictions that must hit first
TypePredTitleDomainLag
prereqSEM_027Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.Capital Markets
prereqSEM_011Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.Capital Markets
prereqSEM_014Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).Manufacturing
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
prereqSEM_015Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.Policy/Semis
killerTK05Rate Regime Persistence (10y > 5% through 2028)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK02AI Compute Supply Shock (TSMC/Taiwan Disruption)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)
killerTK06China-Taiwan Military Conflict

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq230_020Peter's 14-year-old son Milan will never get a driver's license.Auto/Transport
prereq246_016Dragonfly nuclear-powered octicopter arrives at Titan in 2034.Space
prereq240_036TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040Energy
prereq232_057First person to arrive on moon/Mars will find bed made by Optimus robots; robots not astronauts lead exploration.Robotics
prereq242_023World will have 10x more wealth around 2034-2036Macro/Economy

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.680manifoldUS and China publicly announce a bilateral AI arrangement before 2027?23%mentionspending2026-05-18
0.640polymarketTrump orders federal review of AI model releases by June 30?44%mentionspending2026-05-26
0.634github_releasefacebookresearch/neuroai v0.2.2mentionspending2026-05-26
0.629github_releaseopenai/openai-python v2.35.0mentionspending2026-05-06
0.628github_releasegoogle-deepmind/alphafold v2.3.2mentionspending2023-04-05
0.625github_releaseopenai/openai-python v2.13.0mentionspending2025-12-16
0.625github_releaseopenai/openai-python v2.21.0mentionspending2026-02-14
0.624manifoldUS x China tariff agreement by May 31st? [Polymarket]20%mentionspending2026-05-09
0.623github_releaseopenai/openai-python v2.14.0mentionspending2025-12-19
0.622github_releaseopenai/openai-python v2.25.0mentionspending2026-03-05

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=C1GLT9_tag0",
  "mode": "PREDICTION",
  "role": "Guest-VC",
  "caveats": "Context: Chinese government cracking down on US academia using Chinese open source models post Meta Manis acquisition",
  "context": "the Chinese government is cracking down on the uh the Americas or US academia's use of Chinese open source models like they uh particularly uh post the Meta Manis acquisition, they're like very very worried about actually secrets going this way. So kind of the opposite of what we've been worried about which they you know like our whole open source uh kind of work is based on the Chinese models since there haven't been as many US open source models. So that's this whole thing I think is about to get more complicated.",
  "to_year": 2027,
  "verbatim": "this whole thing I think is about to get more complicated.",
  "conv_cues": "about to get",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "near-term",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "BIS / Commerce final rule or update on AI chip export controls in H1 2026",
      "source": "https://www.mayerbrown.com/en/insights/publications/2026/01/administration-policies-on-advanced-ai-chips-codified",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.95,
      "expected_date": "2026-01-13",
      "observed_date": "2026-01-13",
      "research_origin": "training",
      "measurement_criterion": "Bureau of Industry and Security publishes final rule revising AI-chip export licensing posture for China; confirmed via Federal Register and BIS announcement"
    },
    {
      "kind": "prereq",
      "label": "Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -4,
      "source_id": "SEM_011",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -3,
      "source_id": "SEM_027",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -2,
      "source_id": "SEM_014",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) a",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -1,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "event",
      "label": "US-China AI situation about to get more complicated regarding open source models and secrets.",
      "status": "pending",
      "weight": 1,
      "ordinal": 0,
      "source_id": "232_012",
      "expected_date": "2026-06-16",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Chip Security Act (or equivalent location-tracking legislation) passes US House",
      "source": "https://bisi.org.uk/reports/ai-chip-smuggling-the-limits-of-us-export-controls",
      "status": "pending",
      "weight": 0.4,
      "ordinal": 1,
      "source_id": null,
      "confidence": 0.55,
      "expected_date": "2026-07-31",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-03-01"
      },
      "measurement_cri
... (truncated)