Rolling record / ARQ 63 Concerning · ▲ +2 7-day 3595 events in window / as of 02 Oct 2026
ARQAI Risk Quotient
capability 89.1 Danger

TTSR: Test-Time Self-Evolving via Reflection

A new method lets language models improve their own reasoning at test time through self-reflection, raising concerns about self-improving AI capabilities.

A new method lets language models improve their own reasoning at test time through self-reflection, raising concerns about self-improving AI capabilities.

Auto-scored: Self-improving reasoning at test time represents a real capability escalation with potential for misuse or loss of control.