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231_025predictionAIAI-scaling

Every frontier lab will launch 24/7 agent offerings (table stakes).

Predictor: Alex Wissner-Gross · ep#231 "Top AI News: Sonnet 4.6, Grok 4.2, Gemini 3 Deep Think, and OpenClaw | EP #231" · source

Prior probability
50.0%
Current probability
41.3%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2026-06-01 – 2026-06-30
Edges in / out
10 / 5
Tickers exposed
37

Prediction text

Every frontier lab will launch 24/7 agent offerings (table stakes). | I expect every major Frontier Lab, not just Open AI, to launch 247 agent offers.

Verbatim quote

From episode "Top AI News: Sonnet 4.6, Grok 4.2, Gemini 3 Deep Think, and OpenClaw | EP #231"
I expect every major Frontier Lab, not just Open AI, to launch 247 agent offers.

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%2026-04-302026-05-032026-05-17
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 41.3%

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: 6 fired ✓
  1. 2026-02-05hitOpenAI launches Frontier agent platform for enterprises
    How: OpenAI publicly launches an enterprise-grade autonomous AI agent platform marketed as 24/7 capable, with major media coverage
    Source: Fortune: OpenAI launches Frontier, an AI agent platform that could reshape enterprise softwareconf 95%
    Notes: HIT — OpenAI launched Frontier agent platform Feb 2026, confirms Wissner-Gross thesis early.
  2. 2026-04-01hitAWS launches autonomous frontier agents for security and ops
    How: AWS or another hyperscaler announces production-grade frontier agent products that operate persistently 24/7
    Source: AWS ML Blog: AWS launches frontier agents for security testing and cloud operationsconf 90%
    Notes: HIT — AWS Security Agent operates 24/7 autonomously, scales to concurrent tasks, runs persistently for hours/days.
  3. 2026-04-01 → 2026-09-30pendingAnthropic ships persistent Claude agent product (24/7 capable)
    How: Anthropic launches a Claude-based agent product positioned as 24/7 / always-on / long-horizon agentic work, distinct from Claude Code
    Source: Anthropic news + enterprise press; tracker like cleverhack.com Frontier AI Lab Trackerconf 75%
  4. 2026-05-01 → 2026-12-31pendingGoogle DeepMind/Gemini ships enterprise 24/7 agent offering
    How: Google announces enterprise Gemini agent product capable of long-horizon autonomous task execution beyond chat
    Source: Google Cloud Next / DeepMind blog trackingconf 70%
  5. 2026-06-01 → 2026-12-31pendingMistral / xAI / Meta ships frontier 24/7 agent offering
    How: At least one of Mistral, xAI, or Meta publicly launches a 24/7 agent product to reach 'every frontier lab' threshold
    Source: Mistral.ai homepage already markets agents/services; tracking xAI/Meta announcementsconf 60%
  6. 2026-09-01 → 2027-06-30pendingCascade: agentic SaaS replaces human-in-the-loop in CRM/ERP
    How: At least one Fortune 500 company publicly reports replacing a SaaS workflow team with a frontier-lab 24/7 agent
    Source: Bloomberg / WSJ enterprise transformation reportingconf 50%

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: 41%)

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
LBP2026-05-17T02:00:01Z41.3%-1.0pp
Network propagation: 42.3% → 41.3%
5-iter LBP, residual 0.00689 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run e607fa96
LBP2026-05-03T02:00:01Z42.3%-1.8pp
Network propagation: 44.1% → 42.3%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z44.1%-2.4pp
Network propagation: 46.5% → 44.1%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z46.5%-3.5pp
Network propagation: 50.0% → 46.5%
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
killerTK09
Energy Grid Cap (Data Center Power Wall)
35.0%0.0500.500-0.071
prereqSEM_015
Nvidia agreed to remit 15% of China chip-sale revenue directJensen Huang
66.3%0.5000.050-0.061
prereqSEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $5Joseph Moore
68.3%0.5000.050-0.060
killerTK05
Rate Regime Persistence (10y > 5% through 2028)
30.0%0.0500.500-0.048
killerTK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10.0%0.0500.500+0.042

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq248_040
Pausing AI will fail and only accelerate race dynamics.Alex Wissner-Gross
53.0%0.9200.050-0.126
prereq247_023
AI will be able to do everything a white collar worker does Dave Blundin
40.8%0.7200.050-0.085
prereq244_019
Peter's son won't need a driver's license in 2 yearsPeter Diamandis
48.4%0.9200.050-0.080
prereq242_031
Most large companies' business models will be disrupted in 2Peter Diamandis
36.1%0.6500.050-0.067
prereq232_055
We're exiting the industrial age permanently as recursive sePeter Diamandis
35.5%0.7000.050-0.040

Ticker exposure

37 ticker(s) linked

Beneficiaries (24)

MUWULFIRENEQIXALABAPLDASMIYASMLPLABNVDANBISCRWVAAPLAMTAMZNDELLGOOGLIRMLNVGYMETAMSFTORCLSFTBYSTX

Adverse (6)

ACNGENCHGGIBMWNSLRN

Prerequisites (10)

Predictions that must hit first
TypePredTitleDomainLag
prereqSEM_011Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.Capital Markets
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_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
killerTK09Energy Grid Cap (Data Center Power Wall)
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)

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq244_019Peter's son won't need a driver's license in 2 yearsAuto/Transport
prereq248_040Pausing AI will fail and only accelerate race dynamics.AI
prereq247_023AI will be able to do everything a white collar worker does imminentlyAI
prereq232_055We're exiting the industrial age permanently as recursive self-improvement unfolds.AI
prereq242_031Most large companies' business models will be disrupted in 2-5 yearsMarkets/Stocks

Linked documents (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.670manifoldWill I get an AI lab offer?29%mentionspending2026-05-02
0.594polymarketMonaco vs. Nanterre100%mentionspending2026-05-30
0.593manifoldManifest 2026 Prop Betsmentionspending2026-05-13
0.585polymarketSpread: Lightning (-1.5)36%mentionspending2026-04-28
0.575polymarketUtah vs. Golden Knights41%mentionspending2026-04-28
0.571polymarketGolden Knights vs. Utah51%mentionspending2026-04-29
0.570polymarketEbola case in the US by June 30?23%mentionspending2026-05-15
0.570polymarketSpread: Hurricanes (-1.5)37%mentionspending2026-06-03
0.569polymarketLightning vs. Canadiens53%mentionspending2026-04-29
0.568polymarketGame Handicap: SEN (-1.5) vs Shopify Rebellion (+1.5)100%mentionspending2026-05-04

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=HklyjXKYFng",
  "mode": "PREDICTION",
  "role": "Host",
  "context": "I expect every major Frontier Lab, not just Open AI, to launch 247 agent offers. I I think everyone's going to offer this. I I think this is table stakes at this point offering 247 agents that you can chat with",
  "to_year": 2027,
  "verbatim": "I expect every major Frontier Lab, not just Open AI, to launch 247 agent offers.",
  "conv_cues": "I expect; table stakes",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "future",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "OpenAI launches Frontier agent platform for enterprises",
      "notes": "HIT — OpenAI launched Frontier agent platform Feb 2026, confirms Wissner-Gross thesis early.",
      "source": "Fortune: OpenAI launches Frontier, an AI agent platform that could reshape enterprise software",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://fortune.com/2026/02/05/openai-frontier-ai-agent-platform-enterprises-challenges-saas-salesforce-workday/",
      "expected_date": "2026-02-05",
      "observed_date": "2026-02-05",
      "research_origin": "deep_research",
      "measurement_criterion": "OpenAI publicly launches an enterprise-grade autonomous AI agent platform marketed as 24/7 capable, with major media coverage"
    },
    {
      "kind": "llm_pre_event",
      "label": "AWS launches autonomous frontier agents for security and ops",
      "notes": "HIT — AWS Security Agent operates 24/7 autonomously, scales to concurrent tasks, runs persistently for hours/days.",
      "source": "AWS ML Blog: AWS launches frontier agents for security testing and cloud operations",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.9,
      "source_url": "https://aws.amazon.com/blogs/machine-learning/aws-launches-frontier-agents-for-security-testing-and-cloud-operations/",
      "expected_date": "2026-04-01",
      "observed_date": "2026-04-01",
      "research_origin": "deep_research",
      "measurement_criterion": "AWS or another hyperscaler announces production-grade frontier agent products that operate persistently 24/7"
    },
    {
      "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": "Every frontier lab will launch 24/7 agent offerings (table stakes).",
      "status": "pending",
      "weight": 1,
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      "ex
... (truncated)