Claude
67f2754995
feat(exo): integrate ruvector-domain-expansion into exo-backend-classical
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Implements Phase 1 of the EXO-AI × domain-expansion integration plan:
register EXO classical operations as first-class transfer-learning domains
so Thompson Sampling can discover optimal retrieval/traversal strategies.
New: crates/exo-backend-classical/src/domain_bridge.rs
ExoRetrievalDomain (implements Domain trait)
- Vector similarity search as a 3-arm bandit: exact / approximate / beam_rerank
- Tasks parameterized by dim (64-1024), k (3-50), noise (0-0.5)
- Evaluation: correctness = Recall@K, efficiency = inverse-latency, elegance = k-precision
- reference_solution: selects optimal arm based on dim+noise+k
ExoGraphDomain (implements Domain trait)
- Hypergraph traversal as a 3-arm bandit: bfs / approx / hierarchical
- Tasks parameterized by n_entities (50-1000), max_hops (2-6), min_coverage (5-100)
- Evaluation: correctness = coverage ratio, efficiency = hops saved, elegance = headroom
- reference_solution: hierarchical for large graphs, approx for medium
Aligned 64-dim embeddings (dims 5/6/7 = strategy one-hot in both domains)
enables meaningful cross-domain transfer priors:
"approximate wins on high-dim noisy retrieval" →
"approx expansion wins on large sparse graphs"
ExoTransferAdapter
- Wraps DomainExpansionEngine, registers both EXO domains
- warmup(N): trains both domains N cycles via evaluate_and_record
- transfer_ret_to_graph(N): initiate_transfer then measure acceleration
- All 8 domain_bridge unit tests pass + doctest compiles
https://claude.ai/code/session_019Lt11HYsW1265X7jB7haoC
2026-02-27 05:32:23 +00:00
Claude
3f8b41b0a0
feat: optimize ruvector-robotics and integrate domain-expansion for cross-domain transfer
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Performance optimizations (net -134 lines):
- BinaryHeap kNN: O(n log k) vs O(n log n) full sort in SpatialIndex
- Zero-clone behavior tree tick via pointer-based borrow splitting
- VecDeque percept buffer for O(1) front eviction
- HashSet assigned_robots for O(1) membership checks
- Shared clustering module eliminates 3 duplicate implementations
Correctness fixes:
- UntilFail decorator 10k iteration guard prevents infinite loops
- OccupancyGrid bounds-checked get() returns Option<f32>
- Pipeline position_history capped at 1000 entries
- Skill learning gracefully handles empty demonstrations
- Anomaly type gets Serialize/Deserialize derives
Dead code removal:
- Remove unused TrajectoryPoint struct
- Remove unused tracing and rand dependencies
Domain expansion integration (behind `domain-expansion` feature flag):
- RoboticsDomain implements domain::Domain trait with 5 task categories:
PointCloudClustering, ObstacleAvoidance, SceneGraphConstruction,
SkillSequencing, SwarmFormation
- 64-dim embedding space compatible with planning/orchestration/synthesis
- Reference solutions, difficulty scaling, cross-domain transfer tests
- Enables Meta Thompson Sampling transfer between robotics and
existing domains (Rust synthesis, structured planning, tool orchestration)
All 257 tests pass (231 unit + 25 integration + 1 doc-test).
https://claude.ai/code/session_01H1GkTK5z9ppVVQDQukjBsY
2026-02-27 05:22:32 +00:00
github-actions[bot]
fa1bdfa3a5
chore: Update NAPI-RS binaries for all platforms
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Built from commit b06d21fb81🤖 Generated by GitHub Actions
2026-02-27 05:17:32 +00:00
Claude
12d3fbf61a
fix: restore HashMap import in scene_graph after clustering extraction
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The DRY refactor that extracted shared clustering code accidentally
removed the HashMap import still needed by merge_scenes.
https://claude.ai/code/session_01H1GkTK5z9ppVVQDQukjBsY
2026-02-27 05:16:32 +00:00
Claude
201abc3ab4
perf(exo): review & optimize — zero warnings, Kuramoto O(n²)→O(n), K-WTA partial select
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- Fix all 35 compiler warnings across 23 files (unused imports, dead code,
unused vars, unnecessary parens) — build is now warning-clean
- Optimize NeuromorphicBackend::kuramoto_step O(n²)→O(n):
use sin/cos sum identity so coupling_i = (K/N)[cos(φ_i)·ΣsinΦ - sin(φ_i)·ΣcosΦ],
eliminates inner loop for 1000-neuron network (1M→1K ops per tick)
- Optimize k_wta: full sort O(n log n) → select_nth_unstable O(n avg)
using Rust's pdqselect partial sort
- Add #[inline] to hot paths: kuramoto_step, k_wta, hd_encode, lif_tick
- Fix federation: correctly swap unused FederationError (crdt.rs) and
unused HashMap (consensus.rs) — both in opposite files from first guess
https://claude.ai/code/session_019Lt11HYsW1265X7jB7haoC
2026-02-27 05:16:08 +00:00
rUv
b06d21fb81
docs: expand domain-expansion README with 10 specialized domains and infrastructure map
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Add genomics, trading, quantum, neuromorphic, graph intelligence, nervous
systems, scientific OCR, knowledge graphs, GNN, and SONA as specialized
domains with transfer value explanations. Add cross-domain transfer examples
table, domain connectivity diagram, and underlying infrastructure layer map.
Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 05:12:46 +00:00
github-actions[bot]
5ee8b7bf41
chore: Update NAPI-RS binaries for all platforms
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Built from commit eb081f255f🤖 Generated by GitHub Actions
2026-02-27 05:09:55 +00:00
github-actions[bot]
6e0e27fcc9
chore: Update NAPI-RS binaries for all platforms
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Built from commit ea4798a7ff🤖 Generated by GitHub Actions
2026-02-27 05:08:39 +00:00
github-actions[bot]
318ca94269
chore: Update NAPI-RS binaries for all platforms
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Built from commit 8d5c79f528🤖 Generated by GitHub Actions
2026-02-27 05:07:48 +00:00
github-actions[bot]
ae5f5e2288
chore: Update NAPI-RS binaries for all platforms
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Built from commit 35e31edcf8🤖 Generated by GitHub Actions
2026-02-27 05:06:39 +00:00
rUv
eb081f255f
docs: create ruvector-domain-expansion README, link AI OS table layers
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- New README for domain expansion crate (cross-domain transfer learning)
- All 20 AI OS table layer titles now link to their crate READMEs
Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 05:04:53 +00:00
github-actions[bot]
0d86fcfd1c
chore: Update NAPI-RS binaries for all platforms
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Built from commit e6f16371a4🤖 Generated by GitHub Actions
2026-02-27 05:04:35 +00:00
github-actions[bot]
b2ed7b3ffc
chore: Update NAPI-RS binaries for all platforms
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Built from commit 6eda53bdae🤖 Generated by GitHub Actions
2026-02-27 05:04:11 +00:00
rUv
ea4798a7ff
docs: add Coherence (min-cut) row to AI OS table
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Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 05:01:35 +00:00
github-actions[bot]
dec88b0587
chore: Update NAPI-RS binaries for all platforms
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Built from commit d39f346bdf🤖 Generated by GitHub Actions
2026-02-27 05:01:30 +00:00
github-actions[bot]
144fe93929
chore: Update NAPI-RS binaries for all platforms
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Built from commit d18a13b315🤖 Generated by GitHub Actions
2026-02-27 04:59:45 +00:00
rUv
36b0a49435
docs: add PostgreSQL pgvector drop-in row to AI OS table
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Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:59:22 +00:00
rUv
8d5c79f528
docs: update header to RuVector — A Self-Learning, Agentic Operating System
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Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:57:44 +00:00
github-actions[bot]
ea12de2b0c
chore: Update NAPI-RS binaries for all platforms
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Built from commit 96fb75333f🤖 Generated by GitHub Actions
2026-02-27 04:55:24 +00:00
github-actions[bot]
d6fd03186f
chore: Update NAPI-RS binaries for all platforms
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Built from commit 1175f4b55c🤖 Generated by GitHub Actions
2026-02-27 04:54:52 +00:00
rUv
aaf0198380
docs: collapse Use Cases section
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Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:54:39 +00:00
rUv
35e31edcf8
docs: collapse Cognitum hardware section
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Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:52:50 +00:00
github-actions[bot]
a54a749f33
chore: Update NAPI-RS binaries for all platforms
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Built from commit 748d2ef0c6🤖 Generated by GitHub Actions
2026-02-27 04:52:23 +00:00
rUv
e6f16371a4
docs: restructure AI OS table into 6 groups with 19 layers
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Break flat table into Intelligence, Data & Search, AI & ML,
Infrastructure, Routing & Observability, Security & Trust.
Add Domain Models, Routing, Observability, Safety, Lineage layers.
Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:51:11 +00:00
rUv
6eda53bdae
docs: add GNN deep dive, embeddings + verified training to AI OS table
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- Add collapsed deep dive section explaining GNN self-learning in
plain language (temporal learning, three learning speeds, HNSW
shortcut, Day 1 vs 100K queries improvement)
- Add Embeddings row to AI OS table (contrastive training, triplet
loss, real-time fine-tuning)
- Add Verified Training row (formal proofs, invariant checking,
cryptographic certificates)
- Simplify Sublinear-Time Solver description
Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:49:19 +00:00
github-actions[bot]
b555d81beb
chore: Update NAPI-RS binaries for all platforms
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Built from commit 8ae54f3a3d🤖 Generated by GitHub Actions
2026-02-27 04:48:42 +00:00
github-actions[bot]
937b623795
chore: Update NAPI-RS binaries for all platforms
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2026-02-27 04:47:02 +00:00
github-actions[bot]
a53969a457
chore: Update NAPI-RS binaries for all platforms
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Built from commit f583cc2953🤖 Generated by GitHub Actions
2026-02-27 04:46:44 +00:00
github-actions[bot]
ceb610916b
chore: Update NAPI-RS binaries for all platforms
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Built from commit f56e94e274🤖 Generated by GitHub Actions
2026-02-27 04:46:17 +00:00
github-actions[bot]
b7a76f02b5
chore: Update NAPI-RS binaries for all platforms
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2026-02-27 04:46:02 +00:00
github-actions[bot]
b3d269927e
chore: Update NAPI-RS binaries for all platforms
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Built from commit 8cce8eac4c🤖 Generated by GitHub Actions
2026-02-27 04:45:12 +00:00
rUv
d39f346bdf
docs: rename Claude-Flow to ruFlo in ecosystem table
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Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:44:37 +00:00
rUv
d18a13b315
docs: add AgentDB to ecosystem table, update install commands and descriptions
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- Claude-Flow install changed to npx ruvflo@latest
- Added AgentDB with agentdb@alpha install
- Added npm download badges for all three platforms
- Improved Agentic-Flow and AgentDB descriptions
Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:43:42 +00:00
github-actions[bot]
a245ceaf42
chore: Update NAPI-RS binaries for all platforms
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Built from commit dae9475985🤖 Generated by GitHub Actions
2026-02-27 04:43:35 +00:00
github-actions[bot]
53aa0b7ea5
chore: Update NAPI-RS binaries for all platforms
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Built from commit 5670e3749c🤖 Generated by GitHub Actions
2026-02-27 04:43:15 +00:00
github-actions[bot]
c42f5d7fe6
chore: Update NAPI-RS binaries for all platforms
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Built from commit 92737a3556🤖 Generated by GitHub Actions
2026-02-27 04:42:56 +00:00
rUv
96fb75333f
docs: improve Use Cases and Performance Benchmarks sections
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Use Cases: remove collapsible wrapper, rename columns to plain language,
consolidate 11 subsections into 9 focused categories, add missing use
cases (genomics, e-commerce, cognitive containers).
Performance Benchmarks: reorganize into 8 grouped tables with real
benchmark data (HNSW search, SIMD distances, quantization, insert
throughput, LLM inference, ef_search tuning, cloud scale).
Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:38:03 +00:00
rUv
1175f4b55c
docs: add GitHub Trending badge next to CES award
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Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:29:20 +00:00
rUv
748d2ef0c6
docs: move CES badge to top, remove HuggingFace badge
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Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:28:09 +00:00
github-actions[bot]
38715b44e2
chore: Update NAPI-RS binaries for all platforms
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Built from commit 1aa6627811🤖 Generated by GitHub Actions
2026-02-27 04:26:16 +00:00
rUv
8ae54f3a3d
docs: rename download badges to Downloads and Monthly Downloads
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Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:25:27 +00:00
rUv
e1fbb1e77b
docs: add CES 2026 Innovation Award badge
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Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:24:55 +00:00
rUv
f583cc2953
docs: minor wording fix — "powering" Cognitum
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Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:22:54 +00:00
rUv
e11d4827a9
docs: expand Cognitum callout with key specs and CTA link
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Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:22:16 +00:00
github-actions[bot]
2f68371a6f
chore: Update NAPI-RS binaries for all platforms
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Built from commit 98526c9760🤖 Generated by GitHub Actions
2026-02-27 04:21:49 +00:00
rUv
657e8e31fc
docs: update Cognitum callout — first Agentic Chip for AI agents
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Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:21:30 +00:00
rUv
f56e94e274
docs: move rUv/Cognitum callout to top of README under tagline
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Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:20:31 +00:00
github-actions[bot]
c325b64539
chore: Update NAPI-RS binaries for all platforms
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Built from commit 2e08119d00🤖 Generated by GitHub Actions
2026-02-27 04:20:23 +00:00
rUv
8c3ff8ac6f
docs: move rUv/Cognitum/CES callout below AI OS intro line
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Co-Authored-By: claude-flow <ruv@ruv.net>
2026-02-27 04:19:29 +00:00
rUv
8cce8eac4c
docs: correct heading format for RuVector description and enhance clarity
2026-02-27 04:18:30 +00:00
