anti-hallucination

A variant of Gemma-4-31B uses interpretability-based steering to resist hallucination by challenging false premises, achieving double the pushback on false premises with minimal impact on benchmark performance.

A founder announces Check, a SaaS anti-hallucination layer for AI agents that reduces hallucinations by at least 50%, claiming it unlocks AI's true capacity.

superSpec is an open-source tool designed for AI coding agents like Claude Code, which effectively prevents AI hallucinations by generating structured, verifiable specs before writing code and automatically validating them.