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## Fixes Applied ### 1. Fabricated Benchmarks - Rewrote docs/benchmarks/BENCHMARK_COMPARISON.md - removed false "100-4,400x faster" claims - Fixed benchmarks/graph/src/comparison-runner.ts - removed hardcoded latency multipliers - Fixed benchmarks/src/results-analyzer.ts - removed simulated histogram data ### 2. Fake Text Embeddings - Added prominent warnings to agenticdb.rs about hash-based placeholder - Added compile-time deprecation warning in lib.rs - Created integration guide with 4 real embedding options (ONNX, Candle, API, Python) ### 3. Incomplete GNN Training - Implemented Loss::compute() for MSE, CrossEntropy, BinaryCrossEntropy - Implemented Loss::gradient() for backpropagation - Added 6 new verification tests ### 4. Distance Function Bugs - Fixed inverted dequantization formula in ruvector-router-core (was /scale, now *scale) - Improved scale handling in ruvector-core quantization (now uses average scale) ### 5. Empty Transaction Tests - Implemented 10+ critical tests: dirty reads, phantom reads, MVCC, deadlock detection - All 31 transaction tests now passing Addresses issues from: https://gist.github.com/couzic/93126a1c12b8d77651f93a7805b4bd60 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> |
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