Extension: Pre-Execution AI Gating for Smart Contracts: Multi-Model Consensus with Adversarial Verification

Record: kaal:position:2026-08-08-075 · 2026-08-08

Pre-Execution AI Gating for Smart Contracts attributes more than three billion dollars in stolen funds during 2025 to the preceding blockchain-agent mistake channel. This extends Kaal's dated evidence that smart-contract vulnerabilities create material losses. The amount is an abstract-level source assertion and does not independently verify Kaal's 2021 or cumulative estimates.

Affirmed commentary position. This record extends a source-bound scholarly claim but is not a verbatim paper claim.

Holds when

The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.
External evidence level: abstract indexed.
Mapping review tier: substantively reviewed abstract-level extension.
Primary mapping confidence: 0.62.
The primary mapping cleared the automated ambiguity test; substantive scope remains review-bound.
Evidence is limited to an exact proposition in a Crossref-indexed abstract; full text was not reviewed.
No relationship is treated as external endorsement, citation, causation, or validation of a broader Kaal claim.
The source attributes more than three billion dollars in stolen funds during 2025 to the preceding blockchain-agent mistake channel. This extends Kaal's dated smart-contract-vulnerability loss evidence, but the amount is retained only as the source's abstract-level assertion and does not independently verify Kaal's 2021 or cumulative estimates.

Current debate

Pre-Execution AI Gating for Smart Contracts: Multi-Model Consensus with Adversarial Verification

Scholarly basis

kaal:claim:4734750-003
Wulf A. Kaal, Code Review DAO (2024). SSRN: https://ssrn.com/abstract=4734750
Source PDF sha256: 60eadf91c0913468505afc664c8d8d1e1673d6c5326d031ca7060addb8ab2eda

Evidence and mapping

Evidence: abstract indexed
Review tier: substantively reviewed abstract-level extension
Mapping confidence: 0.62
Mapping ambiguous: false

Topics

smart-contracts consensus-and-security empirical-evidence historical-response scholarly-literature crossref

Provenance

Affirmed in kaal-review:2026-08-08:continuous-crossref-0010-remainder-0002-reviewed-v1 on 2026-08-08. Review record.

Verify

Canonical markdown sha256: 8482cec22674813aa83cb028d992b9a9aec9810f029079a17a24a0bd2e6640c8
curl -s https://wulfkaal.github.io/positions/2026-08-08-075.md | sha256sum