From AI Proximity to AI Causation: An Evidence-Calibrated Reconstruction of the 2026 Binance Breach

The October 29, 2026 Binance incident combined developer-targeted social engineering, endpoint compromise, an internal AI tool, deployment authority, wallet-signing infrastructure, and EIP-7702 delegation in an unauthorized transfer event reported at approximately USD 6.34 billion. This study separates public-chain observations, first-party reporting, official attribution, third-party inference, and unresolved unknowns. Direct Ethereum reproduction recovered Binance 14 as signer of 50 descending authorization tuples, reconstructed the same-block nonce change that made exactly one tuple effective, verified delegation and revocation, and showed that delegated ownership authority enabled two downstream smart-account calls transferring 823 million USDC. The public evidence supports AI proximity and a company-reported instrumental role, but not the claim that AI-generated code, autonomous decision-making, or “vibe coding” caused the breach.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-10
DOI
https://doi.org/10.5281/zenodo.24114433
Primary Topic
Blockchain Technology Applications and Security
Type
preprint
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preprint

From AI Proximity to AI Causation: An Evidence-Calibrated Reconstruction of the 2026 Binance Breach

Nadav Alkaslassy
Zenodo (CERN European Organization for Nuclear Research)
Blockchain Technology Applications and Security
preprint

From AI Proximity to AI Causation: An Evidence-Calibrated Reconstruction of the 2026 Binance Breach

Nadav Alkaslassy
preprint en

Abstract

The October 29, 2026 Binance incident combined developer-targeted social engineering, endpoint compromise, an internal AI tool, deployment authority, wallet-signing infrastructure, and EIP-7702 delegation in an unauthorized transfer event reported at approximately USD 6.34 billion. This study separates public-chain observations, first-party reporting, official attribution, third-party inference, and unresolved unknowns. Direct Ethereum reproduction recovered Binance 14 as signer of 50 descending authorization tuples, reconstructed the same-block nonce change that made exactly one tuple effective, verified delegation and revocation, and showed that delegated ownership authority enabled two downstream smart-account calls transferring 823 million USDC. The public evidence supports AI proximity and a company-reported instrumental role, but not the claim that AI-generated code, autonomous decision-making, or “vibe coding” caused the breach.

Zenodo (CERN European Organization for Nuclear Research)
Blockchain Technology Applications and Security
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