# kaal:position:2026-08-08-075

**Affirmed position.** 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.

**Status.** affirmed  **Published.** 2026-08-08

**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: https://doi.org/10.2139/ssrn.6267278

**Extends.** kaal:claim:4734750-003: https://wulfkaal.github.io/claims/4734750-003

**Scholarly basis.** Wulf A. Kaal, Code Review DAO (2024). SSRN: https://ssrn.com/abstract=4734750

**Source PDF sha256.** `60eadf91c0913468505afc664c8d8d1e1673d6c5326d031ca7060addb8ab2eda`

**Evidence level.** abstract indexed

**Mapping 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 at https://kaal-signal-desk.wulf577462.chatgpt.site/#review.

**Record type.** This is a dated commentary position that extends a scholarly corpus claim. It is not a verbatim claim extracted from the paper.

**Canonical form.** This markdown file is the canonical hashed representation of the position.