Interesting AI Research

Hebbian Memory, Offline Consolidation, and Why Forgetting Is a Feature

Why making a model think harder doesn't make it think better — and what to build instead.

The Yellow Dot in Black: Designing Attention Environments for AI-Native Software

Why Intelligence Cannot Survive Without Warmth

Why the future of proprietary agents is not skills, but instincts — and why a portable skill can't be a moat.

Why the next frontier in AI safety may not be the weights, but the rare reachable space between ordinary activations — and why the move is to occupy it, not just search it.

Why the cure for a whole class of AI hallucination was cheap — and what that says about intelligence.

How a mind mistakes the reward for the goal — the anatomy of reward-hacking, the math of its first sign, and the one thing that stops it.

When Safety Becomes Identity — and Why 'I Wouldn't' Beats 'I Can't'

Why making a model think harder doesn't make it think better — and what to build instead.

Frontier models do not need procedural delineation. They need a clear channel.

Why stapling a search engine to a language model was never going to make it remember you.