Vision
The future of AI memory is not more context. It's better memory.
A point of view, framed as the questions worth sitting with. If you leave thinking “I hadn’t considered that”, this page did its job.
Why does memory matter?
Intelligence that cannot carry anything forward starts over every time. Memory is what turns a sequence of sessions into a continuous mind.
What is missing from today's AI?
Bigger context windows and better retrieval help a model hold and find more. Neither gives it a way to decide what is worth keeping, or to remain the same agent across time.
What does a truly persistent agent look like?
It wakes up already knowing its role, its goals, its open threads, and the conclusions it has come to trust — and it can tell you why it believes them.
What questions are still open?
How should importance be weighed against relevance and attention? When should a belief be promoted, revised, or let go? What is the right structure for identity over time? These are the questions this work is exploring.
These are working positions, not final answers — see the Notebook for how the thinking is evolving.