core/docs
Shay ecd580479a feat(adr-0050): pack-grounded COMPARISON surface
Sibling to ADR-0048's DEFINITION/RECALL pack-grounded surface for
the COMPARISON intent.  `pack_grounded_comparison_surface(a, b)` in
`chat/pack_grounding.py` composes a deterministic side-by-side
surface from both lemmas' pack `semantic_domains`, joined by the
fixed connective "contrasts with":

  "{a} (d_a1; d_a2) contrasts with {b} (d_b1; d_b2) — pack-grounded
   ({pack_id}). No session evidence yet."

`chat/runtime.py:_maybe_pack_grounded_surface` gains a COMPARISON
branch that runs before the DEFINITION/RECALL check.  Engages only
when both `intent.subject` and `intent.secondary_subject` are pack
lemmas and differ (identical-lemma comparison defers to disclosure).
Order-sensitive by design — matches the graph-layer's directional
CONTRAST edge.

Cognition eval (13-case public split):
  surface_groundedness  61.5% → 69.2%  (+7.7 pp)
  term_capture_rate     50.0% → 58.3%  (+8.3 pp)
  intent_accuracy            100.0%        (=)
  versor_closure_rate        100.0%        (=)

Case lifted: comparison_memory_recall_030 ("Compare memory and
recall").  Remaining unlift cases (CAUSE×2, VERIFICATION×1,
CORRECTION×1) need teaching-store chains or operator-driven
inference — pack lookup cannot supply causal explanations,
verifications, or corrections without fabrication.

Tests: tests/test_pack_grounded_comparison.py (15 tests).
Lanes green: smoke (67), cognition (121), runtime (19), algebra
(132), teaching (17), packs (6).
2026-05-18 06:59:53 -07:00
..
architecture
decisions feat(adr-0050): pack-grounded COMPARISON surface 2026-05-18 06:59:53 -07:00
evals feat(adr-0024): Phase 6 — comparative demo, three head-to-head conditions 2026-05-17 16:02:37 -07:00
sessions feat(evals): Phase 0 — benchmark methodology lock-in and eval framework 2026-05-15 22:36:53 -07:00
capability_roadmap.md docs: teaching-order doctrine + refresh formation/roadmap status 2026-05-17 18:48:44 -07:00
ethics_packs.md feat(adr-0034): EthicsCheck — structural surface parallel to SafetyCheck 2026-05-17 20:46:34 -07:00
eval_methodology.md feat(evals): Phase 0 — benchmark methodology lock-in and eval framework 2026-05-15 22:36:53 -07:00
formation_pipeline_plan.md docs: teaching-order doctrine + refresh formation/roadmap status 2026-05-17 18:48:44 -07:00
frontier_baselines.md feat(evals): frontier structural-zero baselines for Phase 2 v1 lanes 2026-05-16 12:45:28 -07:00
identity_packs.md feat(surface): ADR-0031 — score-decomposition surface (per-axis hedges) 2026-05-17 20:16:22 -07:00
PROGRESS.md feat(adr-0044, adr-0045): domain ethics pack + long-context comparison 2026-05-17 22:31:47 -07:00
runtime_contracts.md docs: ADR-0024 chain coverage across README, ADR index, contracts, papers 2026-05-17 16:28:54 -07:00
RUST.md
safety_packs.md feat(safety): ADR-0032 — SafetyCheck structural surface 2026-05-17 20:25:22 -07:00
teaching_order.md feat(identity-packs): ADR-0027 — swappable identity manifold via packs 2026-05-17 19:24:39 -07:00
truth_seeking_schema.md feat(epistemic): contradiction coherence checker — CONTESTED transitions wired, last Tier 4.5 row closes 2026-05-17 10:36:48 -07:00
Whitepaper.md docs: ADR-0024 chain coverage across README, ADR index, contracts, papers 2026-05-17 16:28:54 -07:00
Yellowpaper.md docs: ADR-0024 chain coverage across README, ADR index, contracts, papers 2026-05-17 16:28:54 -07:00