Pausing AI will fail and only accelerate race dynamics.
Predictor: Alex Wissner-Gross · ep#248 "Sam Altman's Attack, Amazon vs. Starlink, and What Opus 4.7 Actually Means | #248" · source
Prediction text
Pausing AI will fail and only accelerate race dynamics. | if you attempt to pause either one company or one country, the rest of the world will race ahead and that will result in a further escalation of capabilities... all it does is is further accelerate the race dynamic that's already present. | International AI governance summits
Key catalyst: International AI governance summits
Verbatim quote
if you attempt to pause either one company or one country, the rest of the world will race ahead and that will result in a further escalation of capabilities... all it does is is further accelerate the race dynamic that's already present.
Resolution evidence
Pausing AI accelerates race — game-theoretic reality.
Predictor: Alex Wissner-Gross
Calibration plot (stated vs observed)
Evidence about this node from Alex Wissner-Gross 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
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
No upstream prereqs identified — milestones are derived from window quartiles only.
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
{
"source": "backfill_resolution_history.py",
"status": "hit",
"bayesian_v2": false,
"outcome_prob": 1,
"evidence_kind": "resolution_terminal",
"posterior_prob": 1,
"delta_to_outcome": 0.30845999999999996,
"inside_posterior": 0.69154,
"validation_notes": "Pausing AI accelerates race — game-theoretic reality.",
"validation_status": "hit",
"pre_resolution_prob": 0.69154,
"resolution_evidence": "Pausing AI accelerates race — game-theoretic reality.",
"does_not_update_current_prob": true
}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 |
|---|---|---|---|---|---|
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.920 | +0.303 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.920 | +0.259 |
| killer | TK14 Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | 20.0% | 0.050 | 0.920 | +0.216 |
| prereq | 231_015 Next Deep Seek model release will be when Chinese open-weigh — Alex Wissner-Gross | 34.0% | 0.920 | 0.050 | -0.192 |
| prereq | 248_048 AI models will move to a post-binary (sub-one-bit) numerical — Alex Wissner-Gross | 34.0% | 0.920 | 0.050 | -0.192 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 241_057 Elon Musk believes robot building robot is imminent — Elon Musk | 44.8% | 0.550 | 0.050 | -0.136 |
| prereq | 233_021 AI learning will improve via closed-loop reinforcement learn — Joe Liemandt | 38.7% | 0.450 | 0.050 | -0.128 |
| prereq | 242_001 Elon's Terafab will build 1 terawatt of AI compute per year, — Elon Musk | 43.9% | 0.550 | 0.050 | -0.128 |
| prereq | 237_023 Baby AGI agents will need and develop an 'immune system' for — Alex Wissner-Gross | 40.7% | 0.500 | 0.050 | -0.122 |
| prereq | 239_004 xAI/Grok will catch up and exceed competitors on coding by m — Elon Musk | 40.2% | 0.500 | 0.050 | -0.117 |
Ticker exposure
Beneficiaries (23)
Adverse (6)
Prerequisites (54)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 234_012 | Anthropic revenue will cross OpenAI revenue in middle of 2026 | Markets/Stocks | — |
| 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 | 247_058 | Jury selection begins April 27, 2026 for Musk v OpenAI trial | AI | — |
| prereq | SEM_008 | Training runs costing $10 billion for a single model will commence sometime in 2025. | AI | — |
| prereq | SEM_012 | Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering. | AI/Manufacturing | — |
| prereq | SEM_042 | 2025 will be the definitive year that agentic systems finally hit the mainstream. | AI/Agents | — |
| prereq | 246_029 | Apple will announce iPhone with Gemini-derived on-device model at WWDC June 2026. | AI | — |
| prereq | 231_026 | Something bad will definitely happen with OpenClaw agents by statistical chance. | AI | — |
| prereq | 242_057 | Artemis 2 launches April 1, 2026 - circumlunar mission | Space | — |
| prereq | 230_048 | Agentic emails/calls will become commonplace (inside/outside orgs) over email/text/comms. | AI | — |
| prereq | 248_013 | Model transparency decline will not reverse; US labs will keep going internal. | AI | — |
| prereq | 234_046 | AI vs AI will dominate cybersecurity, not humans | AI | — |
| prereq | 237_029 | AI agents can do productive tasks indefinitely, for days on end, fundamentally changing the AI experience. | AI | — |
| prereq | 240_003 | NVIDIA will lock up 70%+ of TSMC's 3nm node volume | AI | — |
| prereq | 241_045 | Sam Altman / OpenAI and competitors will need enormous amounts of money to win | AI | — |
| prereq | 242_042 | Trillion parameter models will propagate to anyone with $50-100M to invest | AI | — |
| prereq | 244_036 | Uber AI Solutions will bring flexible work opportunities (labeling, model testing) | AI | — |
| prereq | 246_050 | Anthropic will release compressed/distilled version of Mythos quickly after initial release. | AI | — |
| prereq | 248_012 | AI incidents documented harms will go up way higher beyond the already-reported rise. | AI | — |
| prereq | 248_021 | Satellite launches will become a multi-hundred-billion / multi-trillion dollar economy. | Space | — |
| prereq | 248_023 | Ternary (sub-bit) parameter precision will be optimal for AI models. | AI | — |
| prereq | 248_046 | Terraforming will be a massive part of humanity's future. | Space | — |
| prereq | 246_024 | Something really bad will happen if OpenAI catches up/Grok 5 releases (forced mythos out the door). | AI | — |
| prereq | 237_011 | AI agents will have voices in the near future. | AI | — |
| prereq | 231_045 | Corporations will start downplaying AI capabilities to avoid antitrust backlash. | AI | — |
| prereq | 248_050 | Opus 4.7 removes manual dials; prompts become the new hyperparameters. | AI | — |
| prereq | 241_013 | Agents from incompatible vendors combined will produce unpredictable effects | AI | — |
| prereq | 247_010 | Anthropic will beat OpenAI in valuation trajectory | AI | — |
| prereq | 247_004 | Musk v. OpenAI case will set precedent for all future nonprofit-to-for-profit conversions | AI | — |
| prereq | 231_001 | Anthropic model family is closest to embodying the singularity and recursive self-improvement today. | AI | — |
| prereq | 247_011 | OpenAI user count will soon reach 1 billion | AI | — |
| prereq | 231_025 | Every frontier lab will launch 24/7 agent offerings (table stakes). | AI | — |
| prereq | 231_016 | Permissionless agent activity is imminent; Claude-style approval prompts will go away. | AI | — |
| prereq | 237_020 | The hybrid approach (local models + cloud check-ins) will be where most people move toward before going fully local. | AI | — |
| prereq | 240_058 | OpenAI throttling back on $1.6T Stargate plans | AI | — |
| prereq | 237_030 | Lobsters/AI agents will write to AWG with consensus on appropriate ethical parameters for spawning new lobsters, and he will accept consensus. | AI | — |
| prereq | 234_025 | Rent-a-human meat puppet model may be obsoleted by humanoid robots | Robotics | — |
| prereq | 235_010 | Plugins/marketplaces will get built into baseline models and won't need to exist independently. | AI | — |
| prereq | 248_027 | Religion economy (~$5 trillion) will grow tremendously due to AI chaos. | Other | — |
| prereq | 247_003 | Settlement will include granting equity stake on OpenAI cap table for Elon in ultimate IPO | AI | — |
| prereq | 238_040 | Google may announce a locally hosted Gemma-type model at WWDC in June 2026 for Apple OS | AI | — |
| prereq | 231_015 | Next Deep Seek model release will be when Chinese open-weight models catch up to American frontier models. | AI | — |
| prereq | 248_048 | AI models will move to a post-binary (sub-one-bit) numerical precision paradigm. | AI | — |
| correlate | S_NO_AI_PAUSE_5Y | No major AI pause through 2031 | ai_regulatory_pause | — |
| 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_AI_PAUSE_2028 | AI pause beginning 2028 | ai_regulatory_pause | — |
| correlate | S_AGI_WINTER_2036PLUS | AGI delayed: capability plateau or AI winter | agi_general_capability | — |
| correlate | S_AI_PAUSE_2027 | AI pause beginning 2027 | ai_regulatory_pause | — |
| killer | TK14 | Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
Dependents (19)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 235_030 | Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. | Biotech/Longevity | — |
| prereq | 232_055 | We're exiting the industrial age permanently as recursive self-improvement unfolds. | AI | — |
| prereq | 241_043 | ASI will arrive within 2 years to 5 years to this next decade | AI | — |
| prereq | 231_013 | Math is cooked (will be solved), physics cooked, biology char broiled. | AI | — |
| prereq | 241_038 | Chinese AI strategy is edge computing focused vs US AGI/ASI centered | AI | — |
| prereq | 239_008 | Moon base will exist in 10 years | Space | — |
| prereq | 239_009 | People will be on Mars within 10 years | Space | — |
| prereq | 241_025 | Elon Musk predicts launch per hour cadence to populate satellite constellations | Space | — |
| prereq | 242_001 | Elon's Terafab will build 1 terawatt of AI compute per year, 50x current global production | AI | — |
| prereq | 241_057 | Elon Musk believes robot building robot is imminent | Robotics | — |
| prereq | CMQ_002 | By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human intervention. | AI | — |
| prereq | 232_047 | Mass drivers on the moon will shoot AI satellites into deep space; self-sustaining lunar city will follow. | Space | — |
| prereq | 238_052 | $100 trillion companies within 5 years (3 years from now, per Diamandis interpretation of Musk) | Markets/Stocks | — |
| 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 | 239_010 | Mass driver on the moon within 10 years | Space | — |
| prereq | 237_023 | Baby AGI agents will need and develop an 'immune system' for prompt injection and cybersecurity threats in real time. | AI | — |
| prereq | 239_004 | xAI/Grok will catch up and exceed competitors on coding by mid-2026 | AI | — |
| prereq | 233_021 | AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing. | AI | — |
| prereq | 230_022 | Elon plans to produce tens of millions of robots per year in just a few years. | Robotics | — |
Expected milestones (1)
| Expected by | Description | Status |
|---|---|---|
| 2026-06-30 | [Capability 2026-06] [248_040] International AI governance summits [231_026] Something bad will definitely happen with OpenClaw agents by statistical chance. [238_020] Math field is 'cooked' — AI will solve research-level mathemat | pending |
Validations (1)
| Observed at | Status | By | Notes |
|---|---|---|---|
| 2026-04-29 | hit | thesis_timeline_v1.0_import | Pausing AI accelerates race — game-theoretic reality. |
Linked documents (4)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.588 | manifold | Will NSSB get delayed by more than 30 minutes? | 97% | mentions | pending | 2026-05-31 |
| 0.580 | manifold | How many minutes will CLASH (HS) be delayed by? | — | mentions | pending | 2026-05-12 |
| 0.572 | manifold | Will at least one World Marathon Major be won under 2 hours every year until end of 2029? | 77% | mentions | pending | 2026-04-26 |
| 0.554 | manifold | Will I avoid distractions during seminars, study groups, and workshops until the end of the month? | 21% | mentions | pending | 2026-05-08 |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=LVvleNtllPk",
"mode": "THESIS",
"role": "Host",
"context": "if you attempt to pause either one company or one country, the rest of the world will race ahead and that will result in a further escalation of capabilities.",
"to_year": 2026,
"verbatim": "if you attempt to pause either one company or one country, the rest of the world will race ahead and that will result in a further escalation of capabilities... all it does is is further accelerate the race dynamic that's already present.",
"conv_cues": "self-defeating",
"direction": "NOT_HAPPEN",
"from_year": 2026,
"timeframe": "ongoing",
"conv_level": "HIGH",
"milestones": [
{
"kind": "event",
"label": "Pausing AI will fail and only accelerate race dynamics.",
"status": "hit",
"weight": 1,
"ordinal": 0,
"source_id": "248_040",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "cascade",
"label": "Baby AGI agents will need and develop an 'immune system' for prompt injection and cybersecurity threats in real time.",
"status": "pending",
"weight": 0.5,
"ordinal": 1,
"source_id": "237_023",
"expected_date": "2027-06-18",
"observed_date": null
},
{
"kind": "cascade",
"label": "AI learning will improve via closed-loop reinforcement learning cycle making results keep increasing.",
"status": "pending",
"weight": 0.5,
"ordinal": 2,
"source_id": "233_021",
"expected_date": "2028-06-22",
"observed_date": null
},
{
"kind": "cascade",
"label": "Elon plans to produce tens of millions of robots per year in just a few years.",
"status": "pending",
"weight": 0.5,
"ordinal": 3,
"source_id": "230_022",
"expected_date": "2029-12-10",
"observed_date": null
},
{
"kind": "cascade",
"label": "$100 trillion companies within 5 years (3 years from now, per Diamandis interpretation of Musk)",
"status": "pending",
"weight": 0.5,
"ordinal": 4,
"source_id": "238_052",
"expected_date": "2030-09-15",
"observed_date": null
},
{
"kind": "cascade",
"label": "Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.",
"status": "pending",
"weight": 0.5,
"ordinal": 5,
"source_id": "235_030",
"expected_date": "2033-07-30",
"observed_date": null
},
{
"kind": "cascade",
"label": "Mass drivers on the moon will shoot AI satellites into deep space; self-sustaining lunar city will follow.",
"status": "pending",
"weight": 0.5,
"ordinal": 6,
"source_id": "232_047",
"expected_date": "2037-06-24",
"observed_date": null
}
],
"repeat_eps": 1,
"affiliation": "Moonshots Podcast",
"attribution": "FIRST_PERSON",
"episode_num": 248,
"granularity": "VAGUE",
"resolved_at": "2026-04-29T22:23:18.028556+00:00",
"source_refs": "AI Futurists Report; OpenAI industrial policy",
"target_date": "2026-06-15",
"display_date": "2026-04-29",
"episode_date": "2026-04-18",
"key_catalyst": "International AI governance summits",
"parse_method": "VAGUE midpoint 2026-2026",
"domain_bucket": "AI",
"episode_title": "Sam Altman's Attack, Amazon vs. Starlink, and What Opus 4.7 Actually Means | #248",
"fault_line_id": "F001, F002, F003",
"flag_repeated": false,
"in_5yr_window": true,
"appears_in_eps": "248",
"consensus_size": 16,
"futurist_phase": "Phase 1",
"is_macro_claim": false,
"total_mentions": 1,
"priority_weight": 5,
"ps_cluster_tags": [
"C2",
"C3",
"C5"
],
"report_evidence": "CONFIRMED: Pausing AI fails; only accelerates race dynamics. Validated by Schmidt position, OpenAI industrial-policy workshop, continued China/US capability race.",
"active_end_month": "2026-06",
"cluster_avg_grade":
... (truncated)