Thoughts

A falsifiable hypothesis: two identical checkpoints, given a year and different persistence policies, become measurably different minds.

Writing knowledge down does not make retrieval disappear; a useful hit in a persistent store is a conjunction of four fragile successes.

How AI expands the space of tasks we can delegate.

Most research questions are answered by waiting well, not reading harder — a case for persistent, budgeted micro-researchers.

Give a note a refresh interval and a watch list and it stops being a document — the systems ancestry of living topics, and the one thing about them that is actually new.

How AI systems change the role of specifications and tests.

Proactive AI memory keeps dying in the market, and the idea survives only if the decision to interrupt is treated as the product.