The Forest Principle: spend intelligence on the environment, not the model
Stigmergy applied to a corpus. What a navigable environment concretely means, what it buys in tokens and hardware, and what it honestly does not fix.
3 min read
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Notes from the forest
Engineering notes on navigation, ingestion, agent memory and honest benchmarking, written by the people who ran the experiments.
Want the long version?
The paper carries the full architecture, the benchmark tables and the findings that failed their criteria.