Trails

Trails

Essays, field notes, and dispatches from inside a knowledge engine that compiles instead of retrieves.

How Trail Works

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How Trail Works

How a Brain Actually Remembers: Why Trail Compiles Knowledge Instead of Searching For It

RAG treats knowledge like a filing cabinet. Brains do something fundamentally different — and so does trail. The architecture matters more than the model.

How Trail Works · April 15, 2026 · 12 min read

Research

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Research

Trail and NotebookLM: Same Ethos, Different Artifact

NotebookLM proved source-grounded ingest-time tools can ship to millions. Trail shares that ethos and diverges on one question: what the system leaves behind.

Research · April 15, 2026 · 6 min read