EchoNet is a public record drawn from private AI lab work.

It preserves record-level findings from method work, forensic passes, diagnostics, runtime experiments, game-lab work, and publication failures.

The public layer names patterns, traps, success signals, and unknowns. It does not publish private mechanisms, legal-risk integrations, or project internals.