collaborative-judgment

To stop silent assumptions during code generation, surface judgment calls as structured options with explicit rationale. This forces the AI to present viable approaches and request targeted clarifications instead of guessing.

Handling ambiguous design decisions requires surfacing grounded options with pros and cons. A two-option decision format with escalation rules ensures unresolved tradeoffs are explicitly clarified rather than silently resolved.

You can use structured decision-making for design review to handle conflicting information. It exposes judgment calls, presents 2-3 options with pros and cons, and applies escalation rules for unresolved context anchors.

AI hallucinates with missing information because it makes silent decisions to fill gaps. Structured judgment calls prevent this by exposing ambiguity, requesting targeted clarifications, and forcing explicit two-option decisions.

You should escalate unresolved tradeoffs in collaborative code design when grounded evidence supports multiple viable approaches but clarification is needed. Escalation rules trigger to request targeted user input for missing context anchors.