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231_051predictionCryptocrypto

Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost.

Predictor: Salim Ismail · ep#231 "Top AI News: Sonnet 4.6, Grok 4.2, Gemini 3 Deep Think, and OpenClaw | EP #231" · source

Prior probability
55.0%
Current probability
47.8%
evolves via intake + LBP
Conviction
4/5
Signal quality
B
Resolution
pending
Window
2033-06-01 – 2033-06-30
Edges in / out
3 / 0
Tickers exposed
14

Prediction text

Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost. | there's a whole class of people growing up where the US dollar is not their means of exchange and there's something that's very big. Their switching cost to crypto will be near zero. They won't have any issues at all doing that. So there's something very big happening at the at the generational level

Verbatim quote

From episode "Top AI News: Sonnet 4.6, Grok 4.2, Gemini 3 Deep Think, and OpenClaw | EP #231"
there's a whole class of people growing up where the US dollar is not their means of exchange and there's something that's very big. Their switching cost to crypto will be near zero. They won't have any issues at all doing that. So there's something very big happening at the at the generational level

Resolution evidence

Status: pending

Generational crypto adoption — stablecoin usage 2020-2026 validates direction; switching cost to Bitcoin/Ethereum still nonzero.

Predictor: Salim Ismail

κ + Brier as of 2026-05-22
κ (discount)
0.643
Brier
0.0144
excellent
Hits / Misses
1 / 0
of 2 resolved
Hit rate
50.0%
Calibration plot (stated vs observed)

Evidence about this node from Salim Ismail 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 = 47.8%

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 ✓ · 3 pending
  1. 2025-12-31hitStablecoin transaction volume exceeds $28T annual
    How: Chainalysis, TRM Labs, or equivalent on-chain analytics firm reports adjusted stablecoin transaction volume exceeds $28T for calendar year
    Source: Chainalysis 2025/2026: adjusted stablecoin volume reached $28T in 2025 with 133% CAGR since 2023; projected $719T by 2035conf 99%
  2. 2026-06-01 → 2028-12-31pendingGen Z crypto ownership exceeds 50%
    How: Annual Gemini Global State of Crypto report or equivalent (Coinbase, Pew, Federal Reserve survey) finds >50% of Gen Z (18-29) own or have owned crypto
    Source: Gemini 2025 Global State of Crypto: 48% of Gen Z own/owned crypto vs 35% global; threshold within reachconf 70%
  3. 2027-01-01 → 2031-06-30pendingSub-1% switching friction confirmed for Gen Z dollar-to-crypto
    How: Survey or behavioral-economics study with N>5,000 finds <1% of Gen Z respondents report meaningful friction (UX, learning curve, trust) when switching primary store of value from fiat to crypto/stablecoin
    Source: Capco/Chainalysis behavioral framing on switching costsconf 40%
    Notes: Direct test of Salim Ismail's 'switching cost will be near zero' claim.
  4. 2028-01-01 → 2032-12-31pendingFirst major retailer accepts crypto/stablecoin >50% of digital purchases in any market
    How: Major retailer (top-50 global by revenue) reports >50% of digital purchases in at least one country settled via stablecoin or crypto rails
    Source: Capco 'Crypto Generation' analysis on switching cost; Chainalysis stablecoin-utility reportconf 30%
  5. 2032-01-01 → 2039-12-31pendingStablecoin payment volume matches Visa+Mastercard
    How: On-chain stablecoin payment-settlement volume (excluding pure DeFi/exchange flow) matches Visa+Mastercard combined annual payment volume in any calendar year
    Source: Chainalysis: onchain payments could match Visa+Mastercard volume by 2039 at current trendconf 45%
    Notes: Direct test of 'means of exchange' switching at scale.

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: 48%)

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
LBP2026-05-03T02:00:01Z47.8%-1.1pp
Network propagation: 48.9% → 47.8%
6-iter LBP, residual 0.00677 · damping 0.5, w_intrinsic 0.5 · method lbp_v3 · run 1a683ac9
LBP2026-04-30T16:39:51Z48.9%-2.1pp
Network propagation: 50.9% → 48.9%
5-iter LBP, residual 0.00825 · damping 0.5, w_intrinsic 0.5 · method lbp_v2 · run 0c8a4ea3
LBP2026-04-30T02:18:57Z50.9%-4.0pp
Network propagation: 55.0% → 51.0%
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%0.0500.550-0.078
killerTK12
Crypto Regulatory Kill Shot (Stablecoin Ban / BTC ETF Revers
8.0%0.0500.550+0.032
killerTK10
$100T Sovereign Debt Crisis
12.0%0.0500.550+0.012

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 (10)

Auto-generated by cosine similarity from Polymarket / Manifold / EDGAR / GDELT
SimSourceTitleMarket probPolarityReviewedPublished
0.683polymarketWill Bitcoin hit $60k or $80k first?16%mentionspending2026-02-08
0.681polymarketWill Bitcoin reach $90,000 in April?0%mentionspending2026-04-02
0.680polymarketWill Bitcoin reach $100,000 in April?0%mentionspending2026-04-02
0.679polymarketWill Bitcoin reach $150,000 in April?0%mentionspending2026-04-02
0.679polymarketWill Bitcoin reach $80,000 in April?0%mentionspending2026-04-02
0.678polymarketWill Bitcoin reach $90,000 in May?0%mentionspending2026-05-01
0.678polymarketWill Bitcoin reach $120,000 in May?0%mentionspending2026-05-01
0.677polymarketWill Bitcoin dip to $60,000 in April?0%mentionspending2026-04-02
0.677polymarketWill Bitcoin reach $82,500 in April?0%mentionspending2026-04-22
0.677polymarketWill Bitcoin reach $100,000 in May?1%mentionspending2026-05-01

Raw metadata

From Thesis_Timeline_v1.0_FINAL workbook
{
  "nia": false,
  "url": "https://www.youtube.com/watch?v=HklyjXKYFng",
  "mode": "THESIS",
  "role": "Host",
  "context": "there's a whole class of people growing up where the US dollar is not their means of exchange and there's something that's very big. Their switching cost to crypto will be near zero. They won't have any issues at all doing that. So there's something very big happening at the at the generational level that we need to really pay pay attention to",
  "to_year": 2040,
  "verbatim": "there's a whole class of people growing up where the US dollar is not their means of exchange and there's something that's very big. Their switching cost to crypto will be near zero. They won't have any issues at all doing that. So there's something very big happening at the at the generational level",
  "conv_cues": "very big; will be near zero",
  "direction": "HAPPEN",
  "from_year": 2026,
  "timeframe": "generational",
  "conv_level": "HIGH",
  "milestones": [
    {
      "kind": "llm_pre_event",
      "label": "Stablecoin transaction volume exceeds $28T annual",
      "source": "Chainalysis 2025/2026: adjusted stablecoin volume reached $28T in 2025 with 133% CAGR since 2023; projected $719T by 2035",
      "status": "hit",
      "weight": 0.4,
      "ordinal": -4,
      "source_id": null,
      "confidence": 0.99,
      "source_url": "https://www.coindesk.com/business/2026/04/09/stablecoin-volumes-to-reach-usd719t-by-2035-as-generational-wealth-shift-speeds-up-crypto-adoption",
      "expected_date": "2025-12-31",
      "observed_date": "2025-12-31",
      "research_origin": "deep_research",
      "measurement_criterion": "Chainalysis, TRM Labs, or equivalent on-chain analytics firm reports adjusted stablecoin transaction volume exceeds $28T for calendar year"
    },
    {
      "kind": "llm_pre_event",
      "label": "Gen Z crypto ownership exceeds 50%",
      "source": "Gemini 2025 Global State of Crypto: 48% of Gen Z own/owned crypto vs 35% global; threshold within reach",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -3,
      "source_id": null,
      "confidence": 0.7,
      "source_url": "https://www.gemini.com/blog/gemini-survey-finds-more-than-half-of-gen-z-owns-crypto",
      "expected_date": "2027-09-16",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2028-12-31",
        "from": "2026-06-01"
      },
      "measurement_criterion": "Annual Gemini Global State of Crypto report or equivalent (Coinbase, Pew, Federal Reserve survey) finds >50% of Gen Z (18-29) own or have owned crypto"
    },
    {
      "kind": "llm_pre_event",
      "label": "Sub-1% switching friction confirmed for Gen Z dollar-to-crypto",
      "notes": "Direct test of Salim Ismail's 'switching cost will be near zero' claim.",
      "source": "Capco/Chainalysis behavioral framing on switching costs",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -2,
      "source_id": null,
      "confidence": 0.4,
      "source_url": "https://www.capco.com/intelligence/capco-intelligence/the-crypto-generation-is-knocking",
      "expected_date": "2029-03-31",
      "research_origin": "deep_research",
      "expected_date_range": {
        "to": "2031-06-30",
        "from": "2027-01-01"
      },
      "measurement_criterion": "Survey or behavioral-economics study with N>5,000 finds <1% of Gen Z respondents report meaningful friction (UX, learning curve, trust) when switching primary store of value from fiat to crypto/stablecoin"
    },
    {
      "kind": "llm_post_event",
      "label": "First major retailer accepts crypto/stablecoin >50% of digital purchases in any market",
      "source": "Capco 'Crypto Generation' analysis on switching cost; Chainalysis stablecoin-utility report",
      "status": "pending",
      "weight": 0.4,
      "ordinal": -1,
      "source_id": null,
      "confidence": 0.3,
      "source_url": "https://www.chainalysis.com/blog/stablecoin-utility-future-of-pay
... (truncated)