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Llm-architecture

The LLM Structural Crisis: Solving Context Decay with the AI Memory Prosthesis

The LLM Structural Crisis: Solving Context Decay with the AI Memory Prosthesis

When building complex systems with Large Language Models, I realized that the real crisis was not th...

Why AI context degrades — and the architectural fix that actually works

Why AI context degrades — and the architectural fix that actually works

Every team that works with AI long enough hits the same wall. The sessions start sharp. The model kn...

AI doesn’t need an encyclopedia. It needs an index.

AI doesn’t need an encyclopedia. It needs an index.

There's a metaphor I keep returning to when explaining SR-SI, because it's not actually a metaphor —...

SR-SI in practice: what a context document actually looks like — and what it replaced

SR-SI in practice: what a context document actually looks like — and what it replaced

I've described SR-SI in abstract terms across several posts. This one is concrete. What does the doc...