Financial systems between AI and blockchain will become self-auditing on a real-time basis
Predictor: Salim Ismail · ep#234 "Anthropic vs. The Pentagon, Claude Outpaces ChatGPT, and Consulting Gets Replaced" · source
Prediction text
Financial systems between AI and blockchain will become self-auditing on a real-time basis | financial systems between AI and blockchain are self auditing on a real-time basis. And so where's the need for kind of a periodic stamp
Watch events: ARC-AGI-2 scores; Frontier Math Tier 4 benchmark; SWE-bench Verified; Humanity's Last Exam
Verbatim quote
financial systems between AI and blockchain are self auditing on a real-time basis. And so where's the need for kind of a periodic stamp
Predictor: Salim Ismail
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
This node isn't linked to a reference class. The Bayesian update applies without outside-view blending.
Probability over time
Milestone chain
- 2026-08-02pendingEU AI Act audit-trail compliance deadline (Aug 2026) drives mandatory continuous-monitoring deploymentsHow: EU AI Act high-risk system continuous-monitoring requirements take effect; >=10 publicly disclosed enterprise AI audit deployments referencing the deadlineSource: EU AI Act technical audit guideconf 85%
- 2026-06-01 → 2028-12-31pendingFirst Big Four firm offers AI-driven continuous-audit / real-time assurance product for public companiesHow: Deloitte/PwC/EY/KPMG launches commercial continuous-assurance offering tied to client GL/blockchain feeds with documented PCAOB or AICPA recognition path; minimum 5 enterprise clients onboardedSource: SafeBooks 'AI and new regulations transforming financial auditing' analysisconf 65%
- 2026-09-01 → 2029-06-30pendingStablecoin / tokenized-asset proof-of-reserves becomes regulated standard in major jurisdictionHow: US (post-GENIUS Act), EU (MiCA), or Singapore regulator mandates daily or real-time on-chain proof-of-reserves attestation for >=80% of jurisdiction's tokenized-asset issuersSource: LedgerLens 2026 crypto audit predictionsconf 60%
- 2028-01-01 → 2032-12-31pendingPCAOB or IAASB issues formal standard for AI-assisted continuous auditing of public-company financialsHow: PCAOB Auditing Standard or IAASB ISA released and effective covering AI-driven continuous audit procedures for SEC-registrant or equivalent issuersSource: Cascade from Big Four product launches + EU AI Act precedentconf 40%
- 2030-01-01 → 2036-12-31pendingFirst S&P 500 company replaces annual audit with PCAOB-recognized continuous-audit attestationHow: Public 10-K/proxy disclosure shows S&P 500 issuer using continuous AI-blockchain audit (in lieu of or alongside traditional annual audit) with auditor's report referencing real-time attestationSource: End-state realization of self-auditing thesisconf 25%
What if this resolves?
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
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% | 0.550 | 0.050 | -0.113 |
| prereq | S_ASI_SLOW_2040PLUS ASI slow: post-2040 / soft takeoff | 60.0% | 0.550 | 0.050 | -0.087 |
| killer | TK03 AI Regulatory Moratorium (EU/US Capability Freeze) | 10.0% | 0.050 | 0.550 | +0.063 |
| killer | TK01 AGI Capability Plateau (2026-27 Training Stall) | 15.0% | 0.050 | 0.550 | +0.038 |
| prereq | 235_038 David Sinclair begins partial epigenetic reprogramming trial — Peter Diamandis | 74.0% | 0.550 | 0.050 | -0.021 |
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 | -0.044 |
| prereq | 235_030 Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 203 — Ray Kurzweil | 39.2% | 0.750 | 0.050 | -0.041 |
| prereq | 232_047 Mass drivers on the moon will shoot AI satellites into deep — Elon Musk | 30.0% | 0.550 | 0.050 | -0.034 |
| prereq | 239_008 Moon base will exist in 10 years — Elon Musk | 28.8% | 0.550 | 0.050 | -0.023 |
| prereq | SEM_034 True artificial general intelligence will be achieved betwee — Demis Hassabis | 28.7% | 0.550 | 0.050 | -0.022 |
Ticker exposure
Beneficiaries (14)
Adverse (7)
Prerequisites (6)
| Type | Pred | Title | Domain | Lag |
|---|---|---|---|---|
| prereq | 238_009 | Recursive self-improvement is already happening now (no longer three years out) | AI | — |
| prereq | 235_038 | David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026. | Biotech/Longevity | — |
| prereq | 242_057 | Artemis 2 launches April 1, 2026 - circumlunar mission | Space | — |
| prereq | S_ASI_SLOW_2040PLUS | ASI slow: post-2040 / soft takeoff | asi_recursive_self_improvement | — |
| killer | TK01 | AGI Capability Plateau (2026-27 Training Stall) | — | — |
| killer | TK03 | AI Regulatory Moratorium (EU/US Capability Freeze) | — | — |
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 (2)
| Sim | Source | Title | Market prob | Polarity | Reviewed | Published |
|---|---|---|---|---|---|---|
| 0.691 | arxiv | Auditing Asset-Specific Preferences in Financial Large Language Models: Evidence from Bitcoin Representations and Portfolio Allocation | — | mentions | pending | 2026-06-01 |
| 0.616 | arxiv | Temporal Motif-aware Graph Test-time Adaptation for OOD Blockchain Anomaly Detection | — | mentions | pending | 2026-05-28 |
Raw metadata
{
"nia": false,
"url": "https://www.youtube.com/watch?v=dmtvGKuRE64",
"mode": "THESIS",
"role": "Host",
"context": "The bigger problem is um you're going to end up with financial systems between AI and blockchain are self auditing on a real-time basis. And so where's the need for kind of a periodic stamp what these firms if when I talk to these types of firms an audit firm what they're really really selling at the bottom of it is actually trust.",
"verbatim": "financial systems between AI and blockchain are self auditing on a real-time basis. And so where's the need for kind of a periodic stamp",
"conv_cues": "going to end up",
"direction": "HAPPEN",
"timeframe": "Unspecified future",
"conv_level": "HIGH",
"milestones": [
{
"kind": "prereq",
"label": "Recursive self-improvement is already happening now (no longer three years out)",
"status": "hit",
"weight": 0.5,
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"source_id": "238_009",
"expected_date": "2026-04-29",
"observed_date": "2026-04-29"
},
{
"kind": "prereq",
"label": "David Sinclair begins partial epigenetic reprogramming trials with Life Biosciences in March 2026.",
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"expected_date": "2026-04-29",
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},
{
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},
{
"kind": "llm_pre_event",
"label": "EU AI Act audit-trail compliance deadline (Aug 2026) drives mandatory continuous-monitoring deployments",
"source": "EU AI Act technical audit guide",
"status": "pending",
"weight": 0.4,
"ordinal": -5,
"source_id": null,
"confidence": 0.85,
"source_url": "https://www.raconteur.net/global-business/eu-ai-act-compliance-a-technical-audit-guide-for-the-2026-deadline",
"expected_date": "2026-08-02",
"research_origin": "training",
"measurement_criterion": "EU AI Act high-risk system continuous-monitoring requirements take effect; >=10 publicly disclosed enterprise AI audit deployments referencing the deadline"
},
{
"kind": "llm_pre_event",
"label": "First Big Four firm offers AI-driven continuous-audit / real-time assurance product for public companies",
"source": "SafeBooks 'AI and new regulations transforming financial auditing' analysis",
"status": "pending",
"weight": 0.4,
"ordinal": -4,
"source_id": null,
"confidence": 0.65,
"source_url": "https://safebooks.ai/resources/financial-audit/how-ai-and-new-regulations-are-transforming-financial-auditing/",
"expected_date": "2027-09-16",
"research_origin": "training",
"expected_date_range": {
"to": "2028-12-31",
"from": "2026-06-01"
},
"measurement_criterion": "Deloitte/PwC/EY/KPMG launches commercial continuous-assurance offering tied to client GL/blockchain feeds with documented PCAOB or AICPA recognition path; minimum 5 enterprise clients onboarded"
},
{
"kind": "llm_pre_event",
"label": "Stablecoin / tokenized-asset proof-of-reserves becomes regulated standard in major jurisdiction",
"source": "LedgerLens 2026 crypto audit predictions",
"status": "pending",
"weight": 0.4,
"ordinal": -3,
"source_id": null,
"confidence": 0.6,
"source_url": "https://ledgerlens.io/7-crypto-audit-industry-predictions-for-2026",
"expected_date": "2028-01-30",
"research_origin": "training",
"expected_date_range": {
"to": "2029-06-30",
"from": "2026-09-01"
},
"measurement_criterion": "US (post-GENIUS Act), EU (MiCA), or Singapore regulator mandates daily or
... (truncated)