February 18, 2026
What if AI could learn to remember?
Memory isn’t storage — it’s reconstruction. SR-SI creates memory-like behavior by using a shallow index as an activation node that triggers architectural re-orientation.
Context-windows
March 4, 2026
You don't fix a memory problem by adding more memory
Bigger context windows aren’t memory systems. The fix is structure: a shallow index that points to truth and lets AI re-orient without drowning in history.
March 8, 2026
Don't brief AI with history. Orient it with a map
Good onboarding isn’t comprehensiveness — it’s navigation. SR-SI replaces prompt stuffing with a shallow index that lets AI find the right detail on demand.
March 30, 2026
Why AI context degrades — and the architectural fix that actually works
AI context drift isn’t a model limitation—it’s an architectural failure. SR-SI replaces brute-force context with indexing, enabling persistent coherence across long-running projects.