Controlled semi-symbolic debugger for context-dependent meaning reconstruction, bridge-sensitive pruning, and interpretive deviation in handcrafted phrase demos.

Deterministic emotional timeline editor for scenes, narrative beats, and tone-based compositions.

Deterministic micro-demo showing how shared representation can produce divergent interpretation across agents with different memory context.

Deterministic visual proof-of-concept for the PUTMAN Model: graph activation, rigidity pruning, beam reconstruction, recursive updates, and shift metric (Δ).