docs: Add theory documentation, benchmarks, and utilities for L1-L5 kernels#572
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docs: Add theory documentation, benchmarks, and utilities for L1-L5 kernels#572peder1981 wants to merge 1 commit into
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…findings, benchmarks, and utilities
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Documentation, Benchmarks, and Utilities
Documentation
docs/theory/00-index.mdto06-5-levels.md— full mathematical foundationdocs/invariants.md— 8 mathematical principles with proofs and testsdocs/decision-matrix.md— D1–D4 decision guidancedocs/hardware-compatibility.md— CPU→mode table for 6 configsdocs/findings-cpu-universal.md— 4 real bugs found during researchdocs/training/acdc-rect-training-spec.md— ACDC rectangular training specexamples/— 3 D4 persona walkthroughs (medical, legal, finance)README.md,ROADMAP.md,CONTRIBUTING.md,NEXT_STEPS.mdverification-report.md— AC-01…AC-13 validationBenchmarks
benchmarks/— FWHT AVX2 benchmark + methodology + JSON/MD resultsutils/bench_publish.py— CLI for publishing benchmark resultsUtilities
utils/extract_acdc_diagonal.py— ACDC diagonal extractionutils/*_benchmark.py— per-kernel benchmarks (WHT, FWHT, tropical, HRR)utils/rag_demo.py— CPU RAG demoPart of a split from original PR #567.