Inputs
Context enters explicitly
Problems, constraints, model capabilities, roles, sources, and criteria are declared rather than assumed.
Multi-model connectivity is the foundation, not the final product. Each layer answers a distinct question and passes explicit state forward.
Problems, constraints, model capabilities, roles, sources, and criteria are declared rather than assumed.
The runtime records where the process is, what has been challenged, and when a position changes.
Recommendations connect to evidence, objections, unresolved questions, and provenance.