May 12, 2026
The memory problem
The first SR-SI lesson was not that AI needed more intelligence. It needed a better way to orient itself before it worked.
The first SR-SI lesson was not that AI needed more intelligence. It needed a better way to orient itself before it worked.
Better AI memory does not come from storing more context. It comes from giving the system a disciplined way to reconstruct the right context at the right time.
If SR-SI can make AI agents stop forgetting, the larger question is whether the same structure can make an organization hold context across time.
Agent-generated interfaces invert the old software model: tools should appear for a need, prove their usefulness, and only then earn a permanent place.
The same memory discipline that works for codebases and organizations leads to a harder question: what should a life preserve?