Research
158d agoLLM Introspection: New Evaluation Framework
A new taxonomy formalizes introspection as operators over a model’s policy and parameters, distinguishing genuine meta‑cognition from surface‑level self‑simulation. The Introspect‑Bench suite rigorously tests these capabilities across leading LLM architectures, revealing that frontier models still lag in true self‑awareness.
The Signal
This framework guides safer, more reliable AI systems worldwide for development.