68e6cbd4ef
The dominant remaining lever for serving lift (79% need mul, median 3 steps; single-step search + completeness flips only 0021). Grounded in gold step structures: derivations are CHAINS with intermediate results as operands; quantities come from body AND question (0033's '25'); several need comparatives (half/N-times). Decision: bounded, deterministic, TARGET-GUIDED multi-step grounded derivation search, gated by ADR-0175's strengthened self-verification (grounding ∧ cue ∧ unit ∧ completeness) + uniqueness + a new question-target match. Sealed practice. Two new ideas beyond 0175: question-targeting (turn the question into a target = search-pruning + stopping criterion) and multi-step chaining (intermediates as derived operands). Sub-phases MS-1..MS-5, wrong=0-first (gate/target before broad search). Invariant #2 extended to chains. Honest hard part: search explosion + uniqueness refuses most -> target-pruning + cue-guidance + depth-bound are the tractability levers; low coverage initially; comparatives pack is a prerequisite; serving lift still waits on 0175 Phase 5 ratification. Reuses solver + question extraction + round-trip primitives. |
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| .. | ||
| adr | ||
| architecture | ||
| audit | ||
| briefs | ||
| curriculum | ||
| decisions | ||
| evals | ||
| handoff | ||
| handoffs | ||
| implementation | ||
| plans | ||
| research | ||
| sessions | ||
| workbench | ||
| admissibility-exemplars.md | ||
| capability_roadmap.md | ||
| ethics_packs.md | ||
| EVAL_AUDIT_2026-05-20.md | ||
| eval_methodology.md | ||
| formation_pipeline_plan.md | ||
| frontier_baselines.md | ||
| gaps.md | ||
| hitl-backpressure.md | ||
| holdout_recipients.txt | ||
| identity_packs.md | ||
| master-plan-post-substrate-audit.md | ||
| pack_inventory_2026-05-21.md | ||
| position_paper.md | ||
| PROGRESS.md | ||
| recognizer-registry.md | ||
| refusal-taxonomy.md | ||
| reviewers.yaml | ||
| runtime_contracts.md | ||
| RUST.md | ||
| safety_packs.md | ||
| teaching_order.md | ||
| test-debt-quarantine.md | ||
| truth_seeking_schema.md | ||
| Whitepaper.md | ||
| Yellowpaper.md | ||