Research

Thinking in public.

Research notes on persistent intelligence, memory architectures, and building from first principles.

True intelligence is not pattern matching

Most AI systems are sophisticated pattern matchers. True intelligence requires something different — the ability to reason through novelty.

Intelligence

All Notes

Reasoning isn't retrieval with extra steps. It's holding multiple things in tension and working through them in sequence.

The most valuable part of memory isn't storage — it's knowing what to forget. How compounding memory changes everything about AI.

Bigger context windows don't solve the fundamental problem. Real context is structured, persistent, and understood — not just stored.

We publish research notes on persistent intelligence and memory architectures. Follow our progress as we build.