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Shay
d230eaa222
docs(recognition): scope teaching-derived recognition (v2, prerequisite-only) (#228)
566-line scope document defining the next recognition phase after
ADR-0144's epistemic carrier. Not a decision — defines the question
the follow-up ADR must answer.

v2 reframes from v1:
- feature-bundle outputs whose type emerges from lifted features (not
  pre-decided proposition categories)
- evidence-bound lifts with span pointers + contradiction detection
  for adversarial robustness
- multi-resolution decoding (chunked-first / word-by-word fallback)

Companion to docs/decisions/proposition-graph-scope.md (shipped with
ADR-0144). Anchored to the decoding-not-generating thesis.
2026-05-24 14:27:54 -07:00