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232_031predictionCryptoeconomy

Crypto and AI will combine to form the AI economy; most people are underestimating this.

Predictor: Ben Horowitz · ep#232 "Ben Horowitz: xAI Executive Exodus, Apple's AI Crisis, The Pace of AI | EP #232" · source

Prior probability
55.0%
Current probability
46.9%
evolves via intake + LBP
Conviction
4/5
Signal quality
C
Resolution
pending
Window
2028-06-01 – 2028-06-30
Edges in / out
5 / 0
Tickers exposed
31

Prediction text

Crypto and AI will combine to form the AI economy; most people are underestimating this. | I think people are probably underestimating how crypto and AI work together to form the AI economy.

Verbatim quote

From episode "Ben Horowitz: xAI Executive Exodus, Apple's AI Crisis, The Pace of AI | EP #232"
I think people are probably underestimating how crypto and AI work together to form the AI economy.

Predictor: Ben Horowitz

κ + Brier as of 2026-05-22
κ (discount)
0.500
Brier
Hits / Misses
0 / 0
Hit rate

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

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 55%2026-04-302026-04-302026-05-03
intake v2milestone miss sweeplbp propagationreference class assignedlegacy v1prior_prob (analyst seed)current = 46.9%

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: 1 fired ✓ · 4 pending
  1. 2026-01-15hita16z 2026 Big Ideas explicitly identifies AI agents + on-chain finance as central theme
    How: Andreessen Horowitz publishes 2026 Big Ideas with stablecoins / AI agents / KYA / x402 as named themes
    Source: https://a16z.com/newsletter/big-ideas-2026-part-3/conf 99%
    Notes: HIT — a16z explicitly framed crypto+AI as 2026 thesis; Horowitz's prediction is on-record going from claim to firm-level deployment.
  2. 2026-06-30 → 2026-12-31pendingStablecoin transaction volume crosses $50T annualized run-rate
    How: Visa/Chainalysis-tracked stablecoin transaction volume crosses $50T annualized (vs $46T LFY)
    Source: https://cryptopotato.com/a16z-ai-agents-and-on-chain-finance-are-about-to-reshape-everything/conf 70%
    Notes: Stablecoins already at 3x Visa volume; $50T run-rate is the next checkpoint demonstrating crypto rails as AI-economy substrate.
  3. 2026-09-01 → 2027-09-30pendingx402 / KYA / agent-payment standard sees major-protocol adoption
    How: At least 3 of (Coinbase, Stripe, PayPal, Visa, Mastercard, OpenAI, Anthropic) integrate x402 or comparable agent-payment / KYA credential standard
    Source: https://yellow.com/news/a16z-blockchain-fixes-ai-agentsconf 60%
  4. 2027-01-01 → 2027-12-31pendingAI agent on-chain transaction volume crosses $1B/month
    How: Chainalysis or Dune Analytics dashboard tracks AI-agent-attributable on-chain transaction volume crossing $1B in single month
    Source: https://a16zcrypto.com/posts/article/trends-ai-agents-automation-crypto/conf 55%
  5. 2027-06-01 → 2028-06-30pendingPublic AI-economy thesis adopted by mainstream Wall Street equity research
    How: At least one major sell-side bank (Goldman, Morgan Stanley, JPMorgan) publishes equity research framing 'AI economy on crypto rails' as standalone investable thesis
    Source: https://www.btcc.com/en-US/square/Cryptonews/1362163conf 40%
    Notes: Cascade — Horowitz's 'underestimating' claim resolves as Wall Street consensus catches up.

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: 47%)

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
LBP2026-05-03T02:00:01Z46.9%-1.2pp
Network propagation: 48.1% → 46.9%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z48.1%-2.3pp
Network propagation: 50.5% → 48.1%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z50.5%-4.5pp
Network propagation: 55.0% → 50.5%
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
killerTK05
Rate Regime Persistence (10y > 5% through 2028)
30.0%0.0500.550-0.069
killerTK04
Macro Recession 2026-27 (Structural Deleveraging)
25.0%0.0500.550-0.044
killerTK12
Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Revers
8.0%0.0500.550+0.041
killerTK10
$100T Sovereign Debt Crisis
12.0%0.0500.550+0.021
killerTK07
Labor Political Backlash (UBI Mandate / AI Tax)
18.0%0.0500.550-0.009

Top outgoing (children)

Predictions THIS node influences

No outgoing edges.

Ticker exposure

31 ticker(s) linked

Beneficiaries (23)

UDMYBBAISRFMSOUNNVDACOURCRCLDOCNAIADUSGTLBZMAMZNGDDYGOOGLIBMMETAMSFTNFLXORCLRDDTSPOTUBER

Adverse (7)

KKRJNKAPOHYGKREXLYXHB

Prerequisites (5)

Predictions that must hit first
TypePredTitleDomainLag
killerTK05Rate Regime Persistence (10y > 5% through 2028)
killerTK04Macro Recession 2026-27 (Structural Deleveraging)
killerTK07Labor Political Backlash (UBI Mandate / AI Tax)
killerTK10$100T Sovereign Debt Crisis
killerTK12Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Reversal)

Dependents (0)

Predictions enabled by this
TypePredTitleDomainLag
No dependents

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=C1GLT9_tag0",
  "mode": "THESIS",
  "role": "Guest-VC",
  "context": "I think that of all the things we've talked about, um, you know, many of them are like, 'Yeah, yeah, we knew this was coming. We knew this was coming.' I think people are probably underestimating how crypto and AI work together to form the AI economy.",
  "to_year": 2030,
  "verbatim": "I think people are probably underestimating how crypto and AI work together to form the AI economy.",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "unspecified",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "a16z 2026 Big Ideas explicitly identifies AI agents + on-chain finance as central theme",
      "notes": "HIT — a16z explicitly framed crypto+AI as 2026 thesis; Horowitz's prediction is on-record going from claim to firm-level deployment.",
      "source": "https://a16z.com/newsletter/big-ideas-2026-part-3/",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -5,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://a16z.com/newsletter/big-ideas-2026-part-3/",
      "expected_date": "2026-01-15",
      "observed_date": "2026-01-15",
      "research_origin": "deep_research",
      "measurement_criterion": "Andreessen Horowitz publishes 2026 Big Ideas with stablecoins / AI agents / KYA / x402 as named themes"
    },
    {
      "kind": "llm_pre_event",
      "label": "Stablecoin transaction volume crosses $50T annualized run-rate",
      "notes": "Stablecoins already at 3x Visa volume; $50T run-rate is the next checkpoint demonstrating crypto rails as AI-economy substrate.",
      "source": "https://cryptopotato.com/a16z-ai-agents-and-on-chain-finance-are-about-to-reshape-everything/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://cryptopotato.com/a16z-ai-agents-and-on-chain-finance-are-about-to-reshape-everything/",
      "expected_date": "2026-09-30",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2026-12-31",
        "from": "2026-06-30"
      },
      "measurement_criterion": "Visa/Chainalysis-tracked stablecoin transaction volume crosses $50T annualized (vs $46T LFY)"
    },
    {
      "kind": "llm_pre_event",
      "label": "x402 / KYA / agent-payment standard sees major-protocol adoption",
      "source": "https://yellow.com/news/a16z-blockchain-fixes-ai-agents",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.6,
      "source_url": "https://yellow.com/news/a16z-blockchain-fixes-ai-agents",
      "expected_date": "2027-03-17",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-09-30",
        "from": "2026-09-01"
      },
      "measurement_criterion": "At least 3 of (Coinbase, Stripe, PayPal, Visa, Mastercard, OpenAI, Anthropic) integrate x402 or comparable agent-payment / KYA credential standard"
    },
    {
      "kind": "llm_pre_event",
      "label": "AI agent on-chain transaction volume crosses $1B/month",
      "source": "https://a16zcrypto.com/posts/article/trends-ai-agents-automation-crypto/",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.55,
      "source_url": "https://a16zcrypto.com/posts/article/trends-ai-agents-automation-crypto/",
      "expected_date": "2027-07-02",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2027-12-31",
        "from": "2027-01-01"
      },
      "measurement_criterion": "Chainalysis or Dune Analytics dashboard tracks AI-agent-attributable on-chain transaction volume crossing $1B in single month"
    },
    {
      "kind": "llm_post_event",
      "label": "Public AI-economy thesis adopted by mainstream Wall Stree
... (truncated)