thoughts and writing
your brain already solved the problem ai agents need to work on
multi-agent memory architecture mirrors 500 million years of neural evolution. your brain doesn't blend kitchen and living room memories into "memory soup" — multi-agent ai systems are converging on the same solution.
should models always finish their sentences: the case for explicit hesitation
the industry has spent three years optimizing for fluency, creating the world's most confident liars. hallucination is a structural byproduct of our objective functions, not a bug to patch with more data.