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232_040predictionAIsuperintelligence

Nick Bostrom: AI can and should be paused but only once we're on the verge of super intelligence.

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

Prior probability
50.0%
Current probability
31.7%
evolves via intake + LBP
Conviction
3/5
Signal quality
C
Resolution
pending
Window
2028-06-01 – 2028-06-30
Edges in / out
10 / 1
Tickers exposed
13

Prediction text

Nick Bostrom: AI can and should be paused but only once we're on the verge of super intelligence. | Nick Bostonramm, who also in the past 24 or 48 hours put out a a wonderful essay that I'd recommend everyone read called Optimal Timing for Super Intelligence, argues that AI can and should be paused, but only once we're on the verge of super intelligence.

Verbatim quote

From episode "Ben Horowitz: xAI Executive Exodus, Apple's AI Crisis, The Pace of AI | EP #232"
Nick Bostonramm, who also in the past 24 or 48 hours put out a a wonderful essay that I'd recommend everyone read called Optimal Timing for Super Intelligence, argues that AI can and should be paused, but only once we're on the verge of super intelligence.

Resolution evidence

Status: pending

Bostrom 'should pause at superintelligence threshold' — normative.

Predictor: Nick Bostrom

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

Evidence about this node from Nick Bostrom 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 = 31.7%

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: 2 fired ✓ · 10 pending
  1. 2026-02-01hitNick Bostrom publishes 'Optimal Timing for Superintelligence' working paper arguing for swift-to-AGI then strategic pause
    How: Bostrom's named essay 'Optimal Timing for Superintelligence' published with thesis that pause is appropriate but only on the verge of superintelligence
    Source: deep_research_enrichedconf 98%
  2. 2026-08-30pendingWe are currently in AI hard takeoff
  3. 2026-09-01 → 2028-06-30pendingMajor-country (US, EU, China, UK) issues formal AI pause framework conditional on capability threshold
    How: Statute, executive order, or treaty by G7+China/Russia conditioning AI development pause on specific capability/risk indicators
    Source: deep_research_enrichedconf 40%
  4. 2027-01-01 → 2028-06-30pendingFrontier lab (OpenAI/Anthropic/DeepMind) publicly invokes pause clause in compute scaling commitment letter
    How: Public statement or filing by frontier lab explicitly pausing or delaying training run citing capability/safety threshold
    Source: deep_research_enrichedconf 35%
  5. 2027-06-01 → 2028-06-30pendingIndustry consensus capability evaluation (METR, AISI, Apollo) flags 'verge of superintelligence' threshold met
    How: Multiple respected eval orgs publicly assess a model crossed pre-defined ASI-proximity benchmarks
    Source: deep_research_enrichedconf 35%
  6. 2027-06-01 → 2028-06-30pendingInternational AI safety treaty negotiations include Bostromian 'optimal timing' framing in formal diplomatic text
    How: UN/G7/Bletchley successor summit communique or treaty text references conditional pause / optimal timing logic
    Source: deep_research_enrichedconf 25%

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: 32%)

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
LBP2026-05-03T02:00:01Z31.7%-1.7pp
Network propagation: 33.4% → 31.7%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z33.4%-5.0pp
Network propagation: 38.4% → 33.4%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z38.4%-11.6pp
Network propagation: 50.0% → 38.4%
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_038
Digital superintelligence (smarter than any human at anythinElon Musk
19.3%0.5000.050-0.178
killerTK01
AGI Capability Plateau (2026-27 Training Stall)
15.0%0.0500.500+0.115
prereq241_025
Elon Musk predicts launch per hour cadence to populate satelElon Musk
37.8%0.5000.050-0.090
prereq237_023
Baby AGI agents will need and develop an 'immune system' forAlex Wissner-Gross
40.7%0.5000.050-0.089
prereq241_057
Elon Musk believes robot building robot is imminentElon Musk
44.8%0.5000.050-0.072

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereqCMQ_003
By 2030, AI models will surpass peak human expert levels acrSam Altman
22.8%0.3500.050-0.085

Ticker exposure

13 ticker(s) linked

Beneficiaries (13)

BBAINVDAGTLBSOUNAIMETAMSFTORCLTCEHYAMZNBABAGOOGLIBM

Prerequisites (10)

Predictions that must hit first
TypePredTitleDomainLag
prereq238_010AI takeoff/inflection is happening nowAI
prereq239_003We are currently in AI hard takeoffAI
prereq241_057Elon Musk believes robot building robot is imminentRobotics
prereq241_025Elon Musk predicts launch per hour cadence to populate satellite constellationsSpace
prereq237_023Baby AGI agents will need and develop an 'immune system' for prompt injection and cybersecurity threats in real time.AI
prereqSEM_038Digital superintelligence (smarter than any human at anything) will arrive as early as 2025 or 2026.AI/AGI
correlateS_NO_AI_PAUSE_5YNo major AI pause through 2031ai_regulatory_pause
correlateS_AI_PAUSE_2027AI pause beginning 2027ai_regulatory_pause
correlateS_AI_PAUSE_2026Major-country AI pause beginning 2026ai_regulatory_pause
killerTK01AGI Capability Plateau (2026-27 Training Stall)

Dependents (1)

Predictions enabled by this
TypePredTitleDomainLag
prereqCMQ_003By 2030, AI models will surpass peak human expert levels across virtually all cognitive domains — onset of true superintelligence.AI

Linked documents (1)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.560manifoldWill I avoid distractions during seminars, study groups, and workshops until the end of the month?21%mentionspending2026-05-08

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=C1GLT9_tag0",
  "mode": "CITED_PREDICTION",
  "role": "Cited-Analyst",
  "caveats": "Normative recommendation (should) and prognostication (can)",
  "context": "I I think Nick Bostonramm, who also in the past 24 or 48 hours put out a a wonderful essay that I'd recommend everyone read called Optimal Timing for Super Intelligence, argues that AI can and should be paused, but only once we're on the verge of super intelligence.",
  "to_year": 2031,
  "cited_by": "Alex Wissner-Gross",
  "verbatim": "Nick Bostonramm, who also in the past 24 or 48 hours put out a a wonderful essay that I'd recommend everyone read called Optimal Timing for Super Intelligence, argues that AI can and should be paused, but only once we're on the verge of super intelligence.",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "when near super intelligence",
  "conv_level": "MEDIUM",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Nick Bostrom publishes 'Optimal Timing for Superintelligence' working paper arguing for swift-to-AGI then strategic pause",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -12,
      "source_id": null,
      "confidence": 0.98,
      "source_url": "https://nickbostrom.com/optimal.pdf",
      "expected_date": "2026-02-01",
      "observed_date": "2026-02-01",
      "research_origin": "deep_research",
      "measurement_criterion": "Bostrom's named essay 'Optimal Timing for Superintelligence' published with thesis that pause is appropriate but only on the verge of superintelligence"
    },
    {
      "kind": "prereq",
      "label": "AI takeoff/inflection is happening now",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -11,
      "source_id": "238_010",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Digital superintelligence (smarter than any human at anything) will arrive as early as 2025 or 2026.",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -10,
      "source_id": "SEM_038",
      "expected_date": "2026-06-15",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "label": "Elon Musk predicts launch per hour cadence to populate satellite constellations",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -9,
      "source_id": "241_025",
      "expected_date": "2026-06-21",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "label": "We are currently in AI hard takeoff",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "239_003",
      "expected_date": "2026-08-30",
      "observed_date": null
    },
    {
      "kind": "scenario_signal",
      "label": "Scenario fires: Major-country AI pause beginning 2026",
      "status": "pending",
      "weight": 0.3,
      "ordinal": -7,
      "source_id": "S_AI_PAUSE_2026",
      "expected_date": "2026-12-31",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "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": -6,
      "source_id": "237_023",
      "expected_date": "2027-06-18",
      "observed_date": null
    },
    {
      "kind": "prereq",
      "label": "Elon Musk believes robot building robot is imminent",
      "status": "pending",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "241_057",
      "expected_date": "2027-06-24",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Major-country (US, EU, China, UK) issues formal AI pause framework conditional on capability threshold",
      "source": "deep_research_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "conf
... (truncated)