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238_033predictionMarkets/StocksAI-timing

Meta will someday be acquired by an AI company (largest-company-killer scenario)

Predictor: Alex Wissner-Gross · ep#238 "Meta Buys Moltbook, GPT 5.4, and Fruitfly Brain Upload | Moonshots Live at The Abundance Summit 238" · source

Prior probability
40.0%
Current probability
34.7%
evolves via intake + LBP
Conviction
2/5
Signal quality
C
Resolution
pending
Window
2027-01-01 – 2030-11-30
Edges in / out
8 / 5
Tickers exposed
33

Prediction text

Meta will someday be acquired by an AI company (largest-company-killer scenario) | enjoy this moment now because we could look at a story a few years from now where it's the largest AI company fill-in- thelank category killer acquiring humanity's largest category killer.

Verbatim quote

From episode "Meta Buys Moltbook, GPT 5.4, and Fruitfly Brain Upload | Moonshots Live at The Abundance Summit 238"
enjoy this moment now because we could look at a story a few years from now where it's the largest AI company fill-in- thelank category killer acquiring humanity's largest category killer.

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 40%2026-04-302026-04-302026-05-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 34.7%

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: 7 fired ✓ · 4 pending
  1. 2026-01-02hitMeta announces $2B Manus acquisition (largest 2026 AI deal for Meta)
    How: Public announcement of Meta-Manus acquisition with deal value >=$1B
    Source: deep_research_enrichedconf 95%
  2. 2026-04-27hitChina blocks Meta-Manus deal, forcing unwind
    How: Chinese regulator publicly blocks the acquisition; Meta announces unwind
    Source: deep_research_enrichedconf 95%
  3. 2027-01-01 → 2028-12-31pendingMajor AI lab valuation exceeds Meta's market cap
    How: Pure-play AI lab (OpenAI, Anthropic, xAI) primary or secondary valuation crosses Meta's prevailing market cap
    Source: llm_enrichedconf 30%
  4. 2027-01-01 → 2028-12-31pendingSustained Meta YoY user-growth decline in core Family-of-Apps DAU for >2 quarters
    How: Meta 10-Q reports YoY DAU decline in Family-of-Apps for 2+ consecutive quarters
    Source: llm_enrichedconf 25%
  5. 2027-06-01 → 2028-12-31pendingMajor activist investor publicly proposes Meta sale or AI-pivot
    How: Public 13D/PX14A filing from named activist proposing strategic-alternatives review including sale
    Source: llm_enrichedconf 20%
  6. 2027-06-01 → 2029-03-28pendingAI-native company surpasses Meta in advertising-equivalent revenue run-rate
    How: Disclosed annual revenue run-rate of any AI-native company crosses Meta's advertising revenue run-rate (~$165B)
    Source: llm_enrichedconf 15%
  7. 2036-09-06pendingMoon base will exist in 10 years

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: 35%)

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
LBP2026-05-03T02:00:01Z34.7%-1.2pp
Network propagation: 35.9% → 34.7%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z35.9%-1.7pp
Network propagation: 37.5% → 35.9%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z37.5%-2.5pp
Network propagation: 40.0% → 37.5%
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
prereq234_012
Anthropic revenue will cross OpenAI revenue in middle of 202Peter Diamandis
67.1%0.4000.050-0.064
prereqSEM_042
2025 will be the definitive year that agentic systems finallKevin Weil
73.8%0.4000.050-0.042
prereq235_002
Anthropic will exceed OpenAI in revenue this year (2026).Dave Blundin
74.6%0.4000.050-0.039
prereqSEM_012
Nvidia quadrupled chip production output while only doublingJensen Huang
75.0%0.4000.050-0.037
prereqSEM_008
Training runs costing $10 billion for a single model will coDario Amodei
76.9%0.4000.050-0.030

Top outgoing (children)

Predictions THIS node influences

KindNodeTheir probP(c|s=T)P(c|s=F)Δ implied
prereq235_030
Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203Ray Kurzweil
39.2%0.7500.050-0.106
prereq246_016
Dragonfly nuclear-powered octicopter arrives at Titan in 203Peter Diamandis
35.6%0.6500.050-0.104
prereq240_036
TEPCO's restarted reactor will support 20% of Japan's electrPeter Diamandis
34.3%0.6500.050-0.090
prereq239_008
Moon base will exist in 10 yearsElon Musk
28.8%0.5500.050-0.069
prereqSEM_034
True artificial general intelligence will be achieved betweeDemis Hassabis
28.7%0.5500.050-0.068

Ticker exposure

33 ticker(s) linked

Beneficiaries (23)

SOUNCRWVSITMNVDAARMGTLBBBAITSMAPLDCEVAAIMSFTMRVLSFTBYORCLQCOMAVGOBABAAMDGOOGLIBMAMZNMETA

Adverse (6)

WNSCHGGCTSHIBMINFYACN

Prerequisites (8)

Predictions that must hit first
TypePredTitleDomainLag
prereq235_002Anthropic will exceed OpenAI in revenue this year (2026).AI
prereqSEM_008Training runs costing $10 billion for a single model will commence sometime in 2025.AI
prereq234_012Anthropic revenue will cross OpenAI revenue in middle of 2026Markets/Stocks
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_0422025 will be the definitive year that agentic systems finally hit the mainstream.AI/Agents
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
prereq246_016Dragonfly nuclear-powered octicopter arrives at Titan in 2034.Space
prereq240_036TEPCO's restarted reactor will support 20% of Japan's electric needs by 2040Energy
prereqSEM_034True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve everything else'.AI/AGI
prereq239_008Moon base will exist in 10 yearsSpace

Linked documents (6)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.683polymarketWill Meta have the best AI model at the end of May 2026?0%mentionspending2026-04-13
0.681polymarketWill Meta have the best AI model at the end of June 2026?0%mentionspending2025-10-10
0.577edgar_8kMeta Platforms, Inc. (META) (CIK 0001326801)mentionspending2026-04-29
0.577edgar_8kMeta Platforms, Inc. (META) (CIK 0001326801)mentionspending2026-05-04
0.577edgar_8kMeta Platforms, Inc. (META) (CIK 0001326801)mentionspending2026-05-29
0.569polymarketLoL: BIG vs Unicorns Of Love Sexy Edition (BO3) - Prime League 1st Division Group A100%mentionspending2026-05-02

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=d__HRChE2ZE",
  "mode": "SPECULATION",
  "role": "Host",
  "caveats": "hypothetical",
  "context": "this was a bit of an aqua hire of the team behind Maltbook. But I I think one has to to find a little bit of irony that humanity's largest social networking company acquires the largest AI agent social network. and enjoy this moment now because we could look at a story a few years from now where it's the largest AI company fill-in- thelank category killer acquiring humanity's largest category killer.",
  "to_year": 2030,
  "verbatim": "enjoy this moment now because we could look at a story a few years from now where it's the largest AI company fill-in- thelank category killer acquiring humanity's largest category killer.",
  "conv_cues": "could look at a story",
  "direction": "HAPPEN",
  "from_year": 2027,
  "timeframe": "A few years from now",
  "conv_level": "LOW",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Meta announces $2B Manus acquisition (largest 2026 AI deal for Meta)",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -11,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://aimagazine.com/news/how-manus-puts-meta-ahead-in-the-agentic-ai-economy",
      "expected_date": "2026-01-02",
      "observed_date": "2026-01-02",
      "research_origin": "deep_research",
      "measurement_criterion": "Public announcement of Meta-Manus acquisition with deal value >=$1B"
    },
    {
      "kind": "llm_pre_event",
      "label": "China blocks Meta-Manus deal, forcing unwind",
      "source": "deep_research_enriched",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -10,
      "source_id": null,
      "confidence": 0.95,
      "source_url": "https://www.cnbc.com/2026/04/27/meta-manus-china-blocks-acquisition-ai-startup.html",
      "expected_date": "2026-04-27",
      "observed_date": "2026-04-27",
      "research_origin": "deep_research",
      "measurement_criterion": "Chinese regulator publicly blocks the acquisition; Meta announces unwind"
    },
    {
      "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": -9,
      "source_id": "SEM_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Training runs costing $10 billion for a single model will commence sometime in 2025.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -8,
      "source_id": "SEM_008",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Anthropic revenue will cross OpenAI revenue in middle of 2026",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -7,
      "source_id": "234_012",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "Anthropic will exceed OpenAI in revenue this year (2026).",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -6,
      "source_id": "235_002",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "prereq",
      "label": "2025 will be the definitive year that agentic systems finally hit the mainstream.",
      "status": "hit",
      "weight": 0.5,
      "ordinal": -5,
      "source_id": "SEM_042",
      "expected_date": "2026-04-29",
      "observed_date": "2026-04-29"
    },
    {
      "kind": "llm_pre_event",
      "label": "Major AI lab valuation exceeds Meta's market cap",
      "source": "llm_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.3,
      "expected_date": "2028-01-01",
   
... (truncated)