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230_001predictionAIAI-timing

A billion-dollar revenue company is already being run by an AI CEO (with human as legal puppet).

Predictor: Alex Wissner-Gross · ep#230 "AI CEOs Come Online: Sam Altman's Replacement Plan, Job Loss & 'Solve Everything' Launches |EP #230" · source

Prior probability
50.0%
Current probability
43.5%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2026-01-01 – 2026-08-31
Edges in / out
7 / 5
Tickers exposed
33

Prediction text

A billion-dollar revenue company is already being run by an AI CEO (with human as legal puppet). | Probably several months ago. Several months. You think there's an a billion dollar revenue company being run by an AI right now? I I think it's very likely that there is a billion-dollar run rate company being run by an AI. Now, you said run by. I think there's probably a human CEO there for legal purposes and puppets meat puppetry purposes. But I I think it's pretty likely that there already is such a company right now.

Verbatim quote

From episode "AI CEOs Come Online: Sam Altman's Replacement Plan, Job Loss & 'Solve Everything' Launches |EP #230"
Probably several months ago. Several months. You think there's an a billion dollar revenue company being run by an AI right now? I I think it's very likely that there is a billion-dollar run rate company being run by an AI. Now, you said run by. I think there's probably a human CEO there for legal purposes and puppets meat puppetry purposes. But I I think it's pretty likely that there already is such a company right now.

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

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 = 43.5%

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: 7 fired ✓
  1. 2025-08-15hitAnthropic + OpenAI CEOs predict billion-dollar 1-person company in 2026
    How: Sam Altman or Dario Amodei publicly predict 1-person billion-dollar company in 2026
    Source: https://www.inc.com/ben-sherry/anthropic-ceo-dario-amodei-predicts-the-first-billion-dollar-solopreneur-by-2026/91193609conf 95%
    Notes: HIT — Amodei publicly predicted; same prediction echoed by Altman.
  2. 2026-01-30hitAmodei refines prediction to 70-80% probability
    How: Amodei publicly walks back / refines billion-dollar solopreneur prediction with explicit probability range
    Source: https://getcoai.com/news/anthropic-ceo-predicts-billion-dollar-solo-startups-by-2026/conf 85%
    Notes: HIT — Amodei restated 70-80% probability.
  3. 2026-04-15hitMedvi documented at $401M revenue with 2-person team
    How: Press confirms Medvi achieved $401M sales / 250K customers / 16.2% net margin with 2-employee headcount
    Source: https://www.pymnts.com/artificial-intelligence-2/2026/the-one-person-billion-dollar-company-is-here/conf 85%
    Notes: HIT — Medvi tracking toward $1.8B 2026 revenue with 2 employees. Partial validation of 'AI CEO + human puppet' framing — closest documented case.
  4. 2026-04-01 → 2026-08-31pendingFirst publicly named AI-CEO billion-dollar company with human-puppet structure
    How: A specific company is publicly identified (founder confirms or strong reporting) as having AI as effective CEO with human only in legal/figurehead role, run-rate >=$1B
    Source: Tier-1 tech press (Bloomberg, Wired, NYT)conf 35%
    Notes: Wissner-Gross's specific 'AI CEO + meat puppet' framing is harder to verify than 1-person companies.
  5. 2026-01-01 → 2026-12-31pendingMultiple solopreneurs cross $100M ARR with team <5
    How: >=3 publicly-disclosed founders reach $100M+ ARR with team size <5 in calendar 2026
    Source: Tech press founder profiles, ARR leaderboardsconf 70%

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: 43%)

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
LBP2026-05-03T02:00:01Z43.5%-1.4pp
Network propagation: 44.8% → 43.5%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z44.8%-2.0pp
Network propagation: 46.8% → 44.8%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z46.8%-3.2pp
Network propagation: 50.0% → 46.8%
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_042
2025 will be the definitive year that agentic systems finallKevin Weil
73.8%0.5000.050-0.057
prereqSEM_012
Nvidia quadrupled chip production output while only doublingJensen Huang
75.0%0.5000.050-0.050
prereqSEM_008
Training runs costing $10 billion for a single model will coDario Amodei
76.9%0.5000.050-0.042
prereq238_009
Recursive self-improvement is already happening now (no longAlex Wissner-Gross
78.1%0.5000.050-0.037
killerTK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20.0%0.0500.500-0.025

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq231_013
Math is cooked (will be solved), physics cooked, biology chaAlex Wissner-Gross
35.4%0.6200.050-0.062
prereq241_043
ASI will arrive within 2 years to 5 years to this next decadPeter Diamandis
35.9%0.6500.050-0.054
prereqCMQ_002
By 2028, AI systems will reach 'independent researcher' leveSam Altman
31.4%0.5500.050-0.051
prereq235_030
Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203Ray Kurzweil
39.2%0.7500.050-0.045
prereq232_055
We're exiting the industrial age permanently as recursive sePeter Diamandis
35.5%0.7000.050-0.028

Ticker exposure

33 ticker(s) linked

Beneficiaries (23)

SOUNCRWVSITMNVDAARMGTLBBBAITSMAPLDCEVAAIMSFTMRVLSFTBYORCLQCOMAVGOBABAAMDGOOGLIBMAMZNMETA

Adverse (6)

WNSCHGGCTSHIBMINFYACN

Prerequisites (7)

Predictions that must hit first
TypePredTitleDomainLag
prereq238_009Recursive self-improvement is already happening now (no longer three years out)AI
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
prereqSEM_0422025 will be the definitive year that agentic systems finally hit the mainstream.AI/Agents
prereqSEM_012Nvidia quadrupled chip production output while only doubling human headcount — achieved by deploying AI coding tools (Cursor, Claude Code) across engineering.AI/Manufacturing
killerTK14Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
killerTK01AGI Capability Plateau (2026-27 Training Stall)
killerTK03AI Regulatory Moratorium (EU/US Capability Freeze)

Dependents (5)

Predictions enabled by this
TypePredTitleDomainLag
prereq235_030Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.Biotech/Longevity
prereq232_055We're exiting the industrial age permanently as recursive self-improvement unfolds.AI
prereq241_043ASI will arrive within 2 years to 5 years to this next decadeAI
prereq231_013Math is cooked (will be solved), physics cooked, biology char broiled.AI
prereqCMQ_002By 2028, AI systems will reach 'independent researcher' level — driving autonomous scientific discoveries without human intervention.AI

Linked documents (3)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.585manifoldScientology Run Prop Bets [ADD ANSWERS]mentionspending2026-04-28
0.585manifoldScientology Run Prop Bets [ADD ANSWERS]mentionspending2026-04-30
0.563edgar_8kSunrun Inc. (RUN) (CIK 0001469367)mentionspending2026-06-01

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "qty": "billion-dollar run rate",
  "url": "https://www.youtube.com/watch?v=6P0uTDGDr-I",
  "mode": "PREDICTION",
  "role": "Host",
  "caveats": "Human CEO is legal puppet; AI is actually running it",
  "context": "When do we see a billion dollar revenue company being run by an AI CEO. What's the timeline for that, Alex? Probably several months ago. Several months. You think there's an a billion dollar revenue company being run by an AI right now? I I think it's very likely that there is a billion-dollar run rate company being run by an AI.",
  "to_year": 2026,
  "verbatim": "Probably several months ago. Several months. You think there's an a billion dollar revenue company being run by an AI right now? I I think it's very likely that there is a billion-dollar run rate company being run by an AI. Now, you said run by. I think there's probably a human CEO there for legal purposes and puppets meat puppetry purposes. But I I think it's pretty likely that there already is such a company right now.",
  "conv_cues": "very likely; pretty likely",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "already / right now",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Anthropic + OpenAI CEOs predict billion-dollar 1-person company in 2026",
      "notes": "HIT — Amodei publicly predicted; same prediction echoed by Altman.",
      "source": "https://www.inc.com/ben-sherry/anthropic-ceo-dario-amodei-predicts-the-first-billion-dollar-solopreneur-by-2026/91193609",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -7,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.inc.com/ben-sherry/anthropic-ceo-dario-amodei-predicts-the-first-billion-dollar-solopreneur-by-2026/91193609",
      "expected_date": "2025-09-01",
      "observed_date": "2025-08-15",
      "research_origin": "deep_research",
      "measurement_criterion": "Sam Altman or Dario Amodei publicly predict 1-person billion-dollar company in 2026"
    },
    {
      "kind": "llm_pre_event",
      "label": "Amodei refines prediction to 70-80% probability",
      "notes": "HIT — Amodei restated 70-80% probability.",
      "source": "https://getcoai.com/news/anthropic-ceo-predicts-billion-dollar-solo-startups-by-2026/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -6,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://getcoai.com/news/anthropic-ceo-predicts-billion-dollar-solo-startups-by-2026/",
      "expected_date": "2025-12-30",
      "observed_date": "2026-01-30",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-04-30",
        "from": "2025-09-01"
      },
      "measurement_criterion": "Amodei publicly walks back / refines billion-dollar solopreneur prediction with explicit probability range"
    },
    {
      "kind": "llm_pre_event",
      "label": "Medvi documented at $401M revenue with 2-person team",
      "notes": "HIT — Medvi tracking toward $1.8B 2026 revenue with 2 employees. Partial validation of 'AI CEO + human puppet' framing — closest documented case.",
      "source": "https://www.pymnts.com/artificial-intelligence-2/2026/the-one-person-billion-dollar-company-is-here/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.85,
      "source_url": "https://www.pymnts.com/artificial-intelligence-2/2026/the-one-person-billion-dollar-company-is-here/",
      "expected_date": "2026-02-14",
      "observed_date": "2026-04-15",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-04-30",
        "from": "2025-12-01"
      },
      "measurement_criterion": "Press confirms Medvi achieved $401M sales / 250K customers / 16.2% net margin with 2-employee headcount"
    },
    {
      "kind": "prereq",
      "label": "Nvidia quadrupled chip production output while only doublin
... (truncated)