Rolling record / ARQ 63 Concerning · ▲ +2 7-day 3595 events in window / as of 02 Oct 2026
ARQAI Risk Quotient
capability 71.6 Severe

The Missing Complement: State-Conditioned Minimal Sufficient Evidence for Coding Agents

A theoretical arXiv paper proposing a formal framework for minimal sufficient evidence in coding agents, with no demonstrated capability jump or real-world deployment.

A theoretical arXiv paper proposing a formal framework for minimal sufficient evidence in coding agents, with no demonstrated capability jump or real-world deployment.

Auto-scored: Theoretical research paper with no evidence of misuse, escalation, or capability jump; risk is framing-only.