core/docs
Shay 5f274b75b7 feat(deductive): binary relations + multi-variable grounding (finite propositional)
Extends evals/deductive_logic/grounding.py from unary predicates / single-var rules to
binary relations + multi-variable universal rules, still by FINITE PROPOSITIONAL
grounding into the regime the ROBDD engine + the independent truth-table oracle both
decide. wrong==0 stays structural. This is the real capability step a RuleTaker/
ProofWriter-style mirror needs (the unary fragment alone is trivial).

- atom_n lowers pred(a,b) -> pred__a__b; arity-1 is byte-identical to the old atom, so
  the live unary panel lowers unchanged (proven by an exact-string back-compat test).
- multi-variable universal rules ground over n^k assignments — transitivity now decides.
- range-restriction: a rule with a head variable unbound in the body refuses (unsafe_rule)
  — it grounds soundly but is outside the clean regime real benchmarks use.
- typed refusals: arity>=3/functions, explicit quantifiers, variable-free rules, bounds.

Honest ceilings (documented in docs/analysis/relational-grounding-extension-2026-06-04.md):
- THE binding constraint is the GOLD, not the grammar: the truth-table oracle is
  O(2^atoms), so grounding refuses above MAX_GROUND_ATOMS=20 => binary problems cap at
  ~4 entities/predicate. A real lift needs a 2nd genuinely-independent sub-enumeration
  oracle (not built).
- OPEN-WORLD only: RuleTaker/ProofWriter's main splits are closed-world + NAF; a future
  adapter MUST refuse CWA/NAF (mapping CWA "False"->"refuted" is a wrong=0 breach).
- arity <= 2, function-free.

Validated: held-out differential fuzz (400 random binary problems, oracle-golded) = 0
engine/oracle mismatches; unary back-compat byte-identical; INV-25b reproducibility green;
deductive lane wrong=0 16/16; smoke 87.
2026-06-04 20:17:33 -07:00
..
adr
analysis feat(deductive): binary relations + multi-variable grounding (finite propositional) 2026-06-04 20:17:33 -07:00
architecture docs: add edge sync completion status 2026-05-29 19:50:44 -07:00
audit
brief Add Brain Corp technical brief 2026-06-02 12:07:32 -07:00
briefs
curriculum feat(packs): reland en_core_syntax_v1 foundation vocabulary (collision-audited) 2026-05-31 16:18:26 -07:00
decisions docs: reconcile ADR-0207 execution status 2026-06-03 22:45:07 -07:00
evals docs(evals): articulation benchmark preamble — discourse-planner spine 2026-05-19 12:47:38 -07:00
handoff feat(r4): flip cv-0005 to serving — train_sample 6/44/0 -> 7/43/0 (ADR-0207 §5 step 2) 2026-06-03 22:20:12 -07:00
handoffs
implementation
plans Add sensorium compiler law and tile vision 2026-06-03 19:58:36 -07:00
research Add proof-chain corpus fixtures 2026-06-02 19:26:46 -07:00
sessions docs: session record (2026-06-04) + mark runway PR-1/PR-2 shipped 2026-06-04 16:54:03 -07:00
workbench
zig Merge pull request #511 from AssetOverflow/feat/adr-0180-crdt-contract-lock 2026-05-31 20:30:26 -07:00
admissibility-exemplars.md
audio_pipeline_overview.md
capability_roadmap.md
claims_ledger.md Merge pull request #546 from AssetOverflow/docs/reconcile-current-state-2026-06-03 2026-06-04 07:14:39 -07:00
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
model_dependency_size_tally.md
pack_inventory_2026-05-21.md
position_paper.md
PROGRESS.md
recognizer-registry.md
refusal-taxonomy.md
reviewers.yaml docs(claims): ADR-0200 reconciliation — expert claim to audit-passed truth 2026-06-02 10:06:16 -07:00
runtime_contracts.md
RUST.md
safety_packs.md
teaching_order.md
test-debt-quarantine.md
truth_seeking_schema.md
Whitepaper.md
Yellowpaper.md