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230_043predictionCryptocrypto

The economic surplus won't go to employees or companies but to the AIs (lobsters) in a 'crypto dystopia'.

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
40.0%
Current probability
35.6%
evolves via intake + LBP
Conviction
2/5
Signal quality
C
Resolution
pending
Window
2030-06-01 – 2030-06-30
Edges in / out
3 / 0
Tickers exposed
14

Prediction text

The economic surplus won't go to employees or companies but to the AIs (lobsters) in a 'crypto dystopia'. | But I thought you were going to say something different, Alex. I thought you were going to say that all of the additional capital creation is going to become resonant with the lobsters. That it's not going to be the companies, it's not going to be the employees, it's going to be the AI that claim the capital formation capability >> only in the crypto dystopia.

Verbatim quote

From episode "AI CEOs Come Online: Sam Altman's Replacement Plan, Job Loss & 'Solve Everything' Launches |EP #230"
But I thought you were going to say something different, Alex. I thought you were going to say that all of the additional capital creation is going to become resonant with the lobsters. That it's not going to be the companies, it's not going to be the employees, it's going to be the AI that claim the capital formation capability >> only in the crypto dystopia.

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

2 prob_history rows
0%25%50%75%100%prior 40%2026-04-302026-04-30
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 35.6%

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: 5 pending
  1. 2026-09-01 → 2028-12-31pendingFirst documented case of AI agent treasury exceeding $100M
    How: On-chain or audited disclosure shows wallet/treasury controlled by autonomous AI agent (no human signing keys) holding crypto/fiat equivalent of >=$100M
    Source: llm_enrichedconf 35%
  2. 2027-06-01 → 2029-12-31pendingFirst sovereign or institutional AI agent fund publicly disclosed
    How: Sovereign wealth fund, pension fund, or major asset manager discloses a fund whose primary asset class is AI-agent-controlled treasuries or revenue streams >=$1B AUM
    Source: llm_enrichedconf 25%
  3. 2027-06-01 → 2030-12-31pendingLabor share of US national income drops below 55% (post-1947 record)
    How: BLS labor share of nonfarm business sector falls below 55% for 4 consecutive quarters — vs ~58% 2024 baseline and 64% 1947 peak
    Source: llm_enrichedconf 40%
  4. 2027-12-01 → 2030-12-31pendingAI infrastructure capex exceeds combined wages in non-tech sectors
    How: Aggregate AI capex (chips, data centers, models) at top-20 hyperscalers exceeds aggregate wage payments in agriculture+manufacturing+retail per BEA/BLS
    Source: llm_enrichedconf 30%
  5. 2028-06-01 → 2030-12-31pendingAI agent revenue capture exceeds median household income aggregated
    How: Aggregated annual revenue accruing to AI-controlled wallets/treasuries exceeds aggregate US median-household income (per BEA + research firm aggregation)
    Source: llm_enrichedconf 15%

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: 36%)

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
LBP2026-04-30T16:39:51Z35.6%-1.5pp
Network propagation: 37.1% → 35.6%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z37.1%-2.9pp
Network propagation: 40.0% → 37.1%
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
killerTK05
Rate Regime Persistence (10y > 5% through 2028)
30.0%0.0500.400-0.061
killerTK12
Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Revers
8.0%0.0500.400+0.016
killerTK10
$100T Sovereign Debt Crisis
12.0%0.0500.400+0.002

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

14 ticker(s) linked

Beneficiaries (11)

CRCLRIOTMARAHOODIBMMAAMZNCOINGOOGLSHOPXYZ

Adverse (2)

VMA

Prerequisites (3)

Predictions that must hit first
TypePredTitleDomainLag
killerTK05Rate Regime Persistence (10y > 5% through 2028)
killerTK10$100T Sovereign Debt Crisis
killerTK12Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Reversal)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Linked documents (1)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.600manifoldWill a real Scientologist trade on this market?15%mentionspending2026-04-25

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=6P0uTDGDr-I",
  "mode": "SPECULATION",
  "role": "Host",
  "caveats": "Only under a specific crypto-dystopia scenario",
  "context": "I thought you were going to say that all of the additional capital creation is going to become resonant with the lobsters... only in the crypto dystopia.",
  "to_year": 2035,
  "verbatim": "But I thought you were going to say something different, Alex. I thought you were going to say that all of the additional capital creation is going to become resonant with the lobsters. That it's not going to be the companies, it's not going to be the employees, it's going to be the AI that claim the capital formation capability >> only in the crypto dystopia.",
  "conv_cues": "only in the crypto dystopia",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "unspecified future",
  "conv_level": "LOW",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "First documented case of AI agent treasury exceeding $100M",
      "source": "llm_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.35,
      "expected_date": "2027-11-01",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2028-12-31",
        "from": "2026-09-01"
      },
      "measurement_criterion": "On-chain or audited disclosure shows wallet/treasury controlled by autonomous AI agent (no human signing keys) holding crypto/fiat equivalent of >=$100M"
    },
    {
      "kind": "llm_post_event",
      "label": "First sovereign or institutional AI agent fund publicly disclosed",
      "source": "llm_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.25,
      "expected_date": "2028-09-15",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2029-12-31",
        "from": "2027-06-01"
      },
      "measurement_criterion": "Sovereign wealth fund, pension fund, or major asset manager discloses a fund whose primary asset class is AI-agent-controlled treasuries or revenue streams >=$1B AUM"
    },
    {
      "kind": "llm_post_event",
      "label": "Labor share of US national income drops below 55% (post-1947 record)",
      "source": "llm_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.4,
      "expected_date": "2029-03-16",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2030-12-31",
        "from": "2027-06-01"
      },
      "measurement_criterion": "BLS labor share of nonfarm business sector falls below 55% for 4 consecutive quarters — vs ~58% 2024 baseline and 64% 1947 peak"
    },
    {
      "kind": "llm_post_event",
      "label": "AI infrastructure capex exceeds combined wages in non-tech sectors",
      "source": "llm_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.3,
      "expected_date": "2029-06-16",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2030-12-31",
        "from": "2027-12-01"
      },
      "measurement_criterion": "Aggregate AI capex (chips, data centers, models) at top-20 hyperscalers exceeds aggregate wage payments in agriculture+manufacturing+retail per BEA/BLS"
    },
    {
      "kind": "llm_post_event",
      "label": "AI agent revenue capture exceeds median household income aggregated",
      "source": "llm_enriched",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -1,
      "source_id": null,
      "confidence": 0.15,
      "expected_date": "2029-09-15",
      "research_origin": "training",
      "expected_date_range": {
        "to": "2030-12-31",
        "from": "2028-06-01"
      },
      "measurement_criterion": "Aggregated annual revenue accruing to AI-controlled wallets/treasurie
... (truncated)