Adaptive Cognition Layer Architecture

The Adaptive Cognition Layer orchestrates ten sequential components that transform perception into accountable responses. This whitepaper details architectural choices, routing heuristics, safety interlocks, and continuous evaluation that enable local-first cognition to maintain trust under institutional constraints.