Crypto will become pervasive utility for AI; a ledger of truth is also needed.
Predictor: Ben Horowitz · ep#232 "Ben Horowitz: xAI Executive Exodus, Apple's AI Crisis, The Pace of AI | EP #232" · source
Prediction text
Crypto will become pervasive utility for AI; a ledger of truth is also needed. | I I I would go further than that that I I think that there needs to be not just a ledger of money but probably a ledger of truth um for AI to really fulfill its potential on on a number of things. Uh and crypto is the logical answer for that.
Watch events: ARC-AGI-2 scores; Frontier Math Tier 4 benchmark; SWE-bench Verified; Humanity's Last Exam
Verbatim quote
I I I would go further than that that I I think that there needs to be not just a ledger of money but probably a ledger of truth um for AI to really fulfill its potential on on a number of things. Uh and crypto is the logical answer for that.
Predictor: Ben Horowitz
Evidence about this node from Ben Horowitz 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
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2026-01-01hitCalifornia SB 942 (AI Transparency Act) takes effect requiring provenance metadataHow: California law requiring cryptographic AI content disclosure becomes operationalSource: deep_research_enrichedconf 92%
- 2026-03-01hitProof launches Certify (cryptographic answer to AI-generated fraud) — first general-purpose ledger of truth product at scaleHow: Major commercial launch of cryptographic content/identity verification for AI fraudSource: deep_research_enrichedconf 85%
- 2026-08-01pendingC2PA Content Credentials standard adopted as machine-readable disclosure for AI content (EU AI Act Article 50 enforcement Aug 2026)How: EU AI Act Article 50 enforcement begins requiring cryptographic provenance on AI-generated contentSource: deep_research_enrichedconf 88%
- 2026-09-01 → 2027-12-31pendingMajor frontier model (OpenAI/Anthropic/Google) integrates blockchain provenance attestation as default output modeHow: GPT/Claude/Gemini production output API includes verifiable on-chain provenance hashes by defaultSource: deep_research_enrichedconf 50%
- 2027-06-01 → 2028-06-30pendingCrypto market cap re-rating: utility tokens tied to AI provenance/agent payments outperform bitcoin in 2027How: Sector index of AI-utility tokens (e.g., LINK, FET, RNDR, AKT) outperforms BTC by >50% in trailing 12 monthsSource: deep_research_enrichedconf 40%
What if this resolves?
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Evidence chain
Network propagation neighbors
Top incoming (parents)
Edges that influence THIS node's belief
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 242_057 Artemis 2 launches April 1, 2026 - circumlunar mission — Peter Diamandis | 56.2% | 0.500 | 0.050 | -0.135 |
| killer | TK05 Rate Regime Persistence (10y > 5% through 2028) | 30.0% | 0.050 | 0.500 | -0.066 |
| prereq | 235_038 David Sinclair begins partial epigenetic reprogramming trial — Peter Diamandis | 74.0% | 0.500 | 0.050 | -0.051 |
| prereq | 238_009 Recursive self-improvement is already happening now (no long — Alex Wissner-Gross | 78.1% | 0.500 | 0.050 | -0.034 |
| killer | TK12 Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Revers | 8.0% | 0.050 | 0.500 | +0.033 |
Top outgoing (children)
Predictions THIS node influences
| Kind | Node | Their prob | P(c|s=T) | P(c|s=F) | Δ implied |
|---|---|---|---|---|---|
| prereq | 239_009 People will be on Mars within 10 years — Elon Musk | 30.9% | 0.550 | 0.050 | -0.048 |
| prereq | 235_030 Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203 — Ray Kurzweil | 39.2% | 0.750 | 0.050 | -0.046 |
| prereq | 232_047 Mass drivers on the moon will shoot AI satellites into deep — Elon Musk | 30.0% | 0.550 | 0.050 | -0.038 |
| prereq | 239_008 Moon base will exist in 10 years — Elon Musk | 28.8% | 0.550 | 0.050 | -0.026 |
| prereq | SEM_034 True artificial general intelligence will be achieved betwee — Demis Hassabis | 28.7% | 0.550 | 0.050 | -0.025 |
Ticker exposure
Beneficiaries (14)
Adverse (7)
Prerequisites (8)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 235_038 | David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. | Biotech/Longevity | — |
| prereq | 238_009 | Recursive self-improvement is already happening now (no longer three years out) | AI | — |
| prereq | 242_057 | Artemis 2 launches April 1, 2026 - circumlunar mission | Space | — |
| killer | TK05 | Rate Regime Persistence (10y > 5% through 2028) | — | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK10 | $100T Sovereign Debt Crisis | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
| killer | TK12 | Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Reversal) | — | — |
Dependents (5)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 235_030 | Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033. | Biotech/Longevity | — |
| prereq | SEM_034 | True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve everything else'. | AI/AGI | — |
| prereq | 239_008 | Moon base will exist in 10 years | Space | — |
| prereq | 239_009 | People will be on Mars within 10 years | Space | — |
| prereq | 232_047 | Mass drivers on the moon will shoot AI satellites into deep space; self-sustaining lunar city will follow. | Space | — |
Linked documents (1)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.598 | manifold | Will a real Scientologist trade on this market? | 15% | mentions | pending | 2026-04-25 |
Raw metadata
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"context": "I I I would go further than that that I I think that there needs to be not just a ledger of money but probably a ledger of truth um for AI to really fulfill its potential on on a number of things. Uh and crypto is the logical answer for that. So I I do feel like this is an underestimated phenomenon particularly now that the US has legalized stable coins.",
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... (truncated)