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ruvector/docs/adr
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Claude a3c7fb54a8 feat: Add RLM embedder, tokenizer, eval gates, trace writer, and security hardening 
New modules (4 files, 2,359 lines):
- rlm_embedder.rs (743L): RLM-style recursive sentence transformer with
  3 variants (query-conditioned, corpus-conditioned, contradiction-aware
  twin), merge rule, BaseEmbedder/NeighborRetriever traits, 14 tests
- tokenizer.rs (418L): BPE tokenizer with GGUF vocab loading, encode/decode,
  special token handling, 10 tests
- trace.rs (554L): JSONL trace writer for routing, citation, refusal
  decisions, jaccard similarity, manual JSON serialization, 10 tests
- eval.rs (644L): Three behavioral gates (routing correctness >= 0.85,
  citation precision >= 0.90, refusal F1 >= 0.85), EvalSuite, 12 tests

Documentation:
- AD-24: RLM-Style Recursive Sentence Transformer Embedder — 3 variants,
  merge rule, training strategy, evaluation criteria, appliance fit
- DDD v2.6: 8 new ubiquitous language terms, 4 new open questions (#31-34)
- 3 new positive consequences (#31-33) for RLM embeddings

Security hardening (across 6 existing files):
- Path traversal validation in GGUF export
- Division-by-zero epsilon guards in quantizer
- Bounds validation on public function inputs
- NaN-safe softmax with -inf handling

138 tests pass, 0 compilation errors.
Total bitnet module: 9,632 lines across 16 files.

https://claude.ai/code/session_011nTcGcn49b8YKJRVoh4TaK
2026-02-03 15:40:59 +00:00
..
coherence-engine feat(prime-radiant): Universal Coherence Engine with Sheaf Laplacian AI Safety (#131) 2026-01-22 21:27:27 -05:00
delta-behavior feat(delta-behavior): Complete Δ-behavior implementation with WASM 2026-01-28 04:18:34 +00:00
ADR-001-ruvector-core-architecture.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-002-ruvllm-integration.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-003-simd-optimization-strategy.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-004-kv-cache-management.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-005-wasm-runtime-integration.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-006-memory-management.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-007-security-review-technical-debt.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-008-mistral-rs-integration.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-009-structured-output.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-010-function-calling.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-011-prefix-caching.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-012-security-remediation.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-013-huggingface-publishing.md feat(training): RuvLTRA v2.4 Ecosystem Edition - 100% routing accuracy (#123) 2026-01-20 20:08:30 -05:00
ADR-014-coherence-engine.md feat(prime-radiant): Universal Coherence Engine with Sheaf Laplacian AI Safety (#131) 2026-01-22 21:27:27 -05:00
ADR-015-coherence-gated-transformer.md feat(prime-radiant): Universal Coherence Engine with Sheaf Laplacian AI Safety (#131) 2026-01-22 21:27:27 -05:00
ADR-016-delta-behavior-ddd-architecture.md feat(delta-behavior): Complete Δ-behavior implementation with WASM 2026-01-28 04:18:34 +00:00
ADR-017-craftsman-ultra-30b-1bit-bitnet-integration.md feat: Add RLM embedder, tokenizer, eval gates, trace writer, and security hardening 2026-02-03 15:40:59 +00:00
ADR-0027-hnsw-parameterized-query-fix.md fix(hnsw): resolve segfault with parameterized queries (Issue #141) 2026-01-28 16:34:42 +00:00