Progressive De-Arbitrarization

This concept has nine companion documents:

• Concept: the formal summary and operational interrogation pattern
• Core: the internalized grammar of guided semantic descent
• Story 1: Interactive Picture-in-Picture: a reconstructed case study of the method in use
• Prompt: reusable invocation text for future interactions
• Working Prompts: practical day-to-day prompts for getting PDA-like results with less steering
• Failure Modes: the dominant model failure modes PDA appears to counter most strongly
• Organizational Transfer: how the same failure modes map into organizational coordination
• State: the shape of a formulation after closure under PDA
• Spell: specialized no-context delegation form for forcing canonical task formulation before handoff

Related composite concept:

• Constructively Invariant Progressive De-Arbitrarization: PDA composed with constructively invariant transformation constraints for stepwise decisions where each clarification is also a commitment