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234_047predictionAIAI-scaling

Agents will pervade verticals like journalism, law and finance as autonomous 24/7 services

Predictor: Alex Wissner-Gross · ep#234 "Anthropic vs. The Pentagon, Claude Outpaces ChatGPT, and Consulting Gets Replaced" · source

Prior probability
50.0%
Current probability
40.5%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2026-04-30 – 2029-03-31
Edges in / out
6 / 0
Tickers exposed
37

Prediction text

Agents will pervade verticals like journalism, law and finance as autonomous 24/7 services | we're going to start to see these long form high autonomy time horizon agents that are running 24/7 performing useful services. ... whether it's journalism or law or finance or many many other verticals

Watch events: Waymo 1M rides/wk (end-2026); Tesla Robotaxi scaling; NHTSA AV rules

Verbatim quote

From episode "Anthropic vs. The Pentagon, Claude Outpaces ChatGPT, and Consulting Gets Replaced"
we're going to start to see these long form high autonomy time horizon agents that are running 24/7 performing useful services. ... whether it's journalism or law or finance or many many other verticals

Predictor: Alex Wissner-Gross

κ + Brier as of 2026-05-22
κ (discount)
0.844
Brier
0.0341
excellent
Hits / Misses
6 / 1
of 11 resolved
Hit rate
54.5%
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

Not linked

This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.

Probability over time

4 prob_history rows
0%25%50%75%100%prior 50%2026-04-302026-05-032026-05-10
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 40.5%

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 ✓ · 6 pending
  1. 2026-04-15hitAnthropic publishes Claude Code 99.9p turn duration crossing 45 minutes
    How: Anthropic 2026 Agentic Coding Trends Report documents 99.9p Claude Code session duration above 45 minutes (vs <25 minutes in October 2025) — quantitative measure of long-horizon autonomy
    Source: https://resources.anthropic.com/hubfs/2026%20Agentic%20Coding%20Trends%20Report.pdfconf 95%
    Notes: HIT — direct quantification of long-horizon-agent emergence in coding vertical.
  2. 2026-04-15hitAnthropic 'Managed Agents' production service hosting long-horizon agents
    How: Anthropic launches Managed Agents — a hosted Claude Platform service that runs long-horizon agents on customer behalf, the first verticalized 24/7 autonomous service offering
    Source: https://www.anthropic.com/engineering/effective-harnesses-for-long-running-agentsconf 95%
  3. 2026-11-12pendingQ1 window check-in (25%)
  4. 2026-06-01 → 2027-06-30pendingCrosby and ≥3 'agentic AI law firms' in Lupl 'AI Law Firms to Watch' establish recurring contract-review revenue
    How: ≥3 agentic AI law firms (e.g., Crosby) publish recurring revenue >$10M ARR with autonomous contract review / due diligence as primary product
    Source: https://www.lupl.com/blog/10-ai-law-firms-to-watch-in-2026/conf 70%
    Notes: Direct test of 'agents pervade law' clause.
  5. 2027-05-28pendingQ2 window check-in (50%)
  6. 2026-09-01 → 2028-03-31pendingMajor newsroom or wire service deploys autonomous AI agents producing >25% of published bylines
    How: Reuters, AP, Bloomberg, or peer publicly discloses ≥25% of published content (volume) is produced by autonomous AI agents under editorial oversight
    Source: AP/Reuters/Bloomberg corporate disclosures, NiemanLab reportingconf 50%
    Notes: Tests journalism vertical of the prediction.
  7. 2027-12-11pendingQ3 window check-in (75%)
  8. 2027-01-01 → 2028-12-31pendingMajor bank or asset manager deploys autonomous AI agents executing trades >$100M/day
    How: Goldman, JPMorgan, Citadel, or peer discloses autonomous AI agent (not RFQ-routed algo) executing daily trade volume ≥$100M with multi-day persistent decision context
    Source: Risk.net, Bloomberg, FT capital markets coverageconf 40%
    Notes: Cascade — finance vertical, the third leg of the prediction.

No downstream cascades — this prediction is a leaf in the dependency graph.

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: 40%)

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
LBP2026-05-10T02:00:02Z40.5%-1.5pp
Network propagation: 42.0% → 40.5%
6-iter LBP, residual 0.00584 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e5c18d29
LBP2026-05-03T02:00:01Z42.0%-3.0pp
Network propagation: 45.0% → 42.0%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z45.0%-1.7pp
Network propagation: 46.7% → 45.0%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z46.7%-3.3pp
Network propagation: 50.0% → 46.7%
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
prereqS_AGI_MID_2029
AGI mid: Kurzweil 2029 path
35.0%0.5000.050-0.197
killerTK06
China-Taiwan Military Conflict
8.0%0.0500.500+0.059
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.500+0.050
killerTK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12.0%0.0500.500+0.041
killerTK05
Rate Regime Persistence (10y > 5% through 2028)
30.0%0.0500.500-0.040

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

37 ticker(s) linked

Beneficiaries (24)

MUWULFIRENEQIXALABAPLDASMIYASMLPLABNVDANBISCRWVAAPLAMTAMZNDELLGOOGLIRMLNVGYMETAMSFTORCLSFTBYSTX

Adverse (6)

ACNGENCHGGIBMWNSLRN

Prerequisites (6)

Predictions that must hit first
TypePredTitleDomainLag
prereqS_AGI_MID_2029AGI mid: Kurzweil 2029 pathagi_general_capability
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 (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (4)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.606manifoldWill this coordination-metrics market get at least 3 unique traders in its first 24 hours?99%mentionspending2026-05-13
0.560manifoldWill I leave the house before 11 a.m. every day next week?37%mentionspending2026-04-26
0.560manifoldWill I leave the house before 11 a.m. every day next week?67%mentionspending2026-05-03
0.559polymarketValorant: Team Heretics vs Eternal Fire (BO3) - VCT EMEA Playoffs100%mentionspending2026-05-11

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=dmtvGKuRE64",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "whether it's journalism or law or finance or many many other verticals, we're going to start to see these long form high autonomy time horizon agents that are running 24/7 performing useful services.",
  "verbatim": "we're going to start to see these long form high autonomy time horizon agents that are running 24/7 performing useful services. ... whether it's journalism or law or finance or many many other verticals",
  "conv_cues": "going to see",
  "direction": "HAPPEN",
  "timeframe": "Unspecified future",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Anthropic publishes Claude Code 99.9p turn duration crossing 45 minutes",
      "notes": "HIT — direct quantification of long-horizon-agent emergence in coding vertical.",
      "source": "https://resources.anthropic.com/hubfs/2026%20Agentic%20Coding%20Trends%20Report.pdf",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -8,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.anthropic.com/research/measuring-agent-autonomy",
      "expected_date": "2026-04-15",
      "observed_date": "2026-04-15",
      "research_origin": "deep_research",
      "measurement_criterion": "Anthropic 2026 Agentic Coding Trends Report documents 99.9p Claude Code session duration above 45 minutes (vs <25 minutes in October 2025) — quantitative measure of long-horizon autonomy"
    },
    {
      "kind": "llm_pre_event",
      "label": "Anthropic 'Managed Agents' production service hosting long-horizon agents",
      "source": "https://www.anthropic.com/engineering/effective-harnesses-for-long-running-agents",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.infoq.com/news/2026/04/anthropic-three-agent-harness-ai/",
      "expected_date": "2026-04-15",
      "observed_date": "2026-04-15",
      "research_origin": "deep_research",
      "measurement_criterion": "Anthropic launches Managed Agents — a hosted Claude Platform service that runs long-horizon agents on customer behalf, the first verticalized 24/7 autonomous service offering"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q1 window check-in (25%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -6,
      "source_id": null,
      "expected_date": "2026-11-12",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Crosby and ≥3 'agentic AI law firms' in Lupl 'AI Law Firms to Watch' establish recurring contract-review revenue",
      "notes": "Direct test of 'agents pervade law' clause.",
      "source": "https://www.lupl.com/blog/10-ai-law-firms-to-watch-in-2026/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://www.spellbook.legal/learn/ai-legal-contract-review-faster-analysis",
      "expected_date": "2026-12-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-06-30",
        "from": "2026-06-01"
      },
      "measurement_criterion": "≥3 agentic AI law firms (e.g., Crosby) publish recurring revenue >$10M ARR with autonomous contract review / due diligence as primary product"
    },
    {
      "kind": "quartile_checkpoint",
      "label": "Q2 window check-in (50%)",
      "status": "pending",
      "weight": 0.05,
      "ordinal": -4,
      "source_id": null,
      "expected_date": "2027-05-28",
      "observed_date": null
    },
    {
      "kind": "llm_pre_event",
      "label": "Major newsroom or wire service deploys autonomous AI agents producing >25% of published bylines",
      "notes": "Tests journalism vertical of the prediction.",
      "source": "AP/Reuters/Bloomberg corporate disclosures, NiemanLab
... (truncated)