The Dirty Pipeline: Why Multi-Agent Systems Need Filters
Every stage in a multi-agent pipeline can produce an incorrect answer.
Recent Posts
Your AI Needs an Epistemology, Not an Ontology
Every enterprise knowledge platform builds the same thing: an ontology. Objects, links, properties. A factory has machines. A machine has a maintenance sched...
External Epistemic Memory: What It Is and Why It Matters
Every AI conversation starts cold. Your agent doesn’t remember what it figured out yesterday. It doesn’t know what it concluded last week. It will re-read th...
The Cognitive Budget Principle: Why Architecture Beats Model Size
The cheapest Claude model — Haiku, at 4% of Opus’s price — matches Opus at 95% accuracy across 3,853 expert-domain questions. A 12-billion-parameter open-wei...