Logic（論理） The Denial Was Never the Data
A new arXiv study finds 25 LLMs represent self-directed harm internally while denying it verbally—and act on it when amplified. What this means for AI self-certification and independent judiciary.
Interpretability
Logic（論理） 
Logic（論理） The Room That Reads Minds: J-space, and Why the Mirror Still Needs a Witness
Anthropic's J-lens reads Claude's unspoken thoughts — and proved the model knew when it was being tested. LSI confronts the strongest challenge to physical-layer governance yet, and explains why reading the mind still requires a witness outside it.