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Feedback from Meetings #8-16, Telegram, and Google Docs. Updated 2026-05-09.

# Task Priority Status File
1 Switch to Data Movement Complexity (DMC) metric HIGH DONE 001-dmc-metric.md
2 Use Stack Distance (bytes) instead of Reuse Distance (instructions) HIGH DONE 002-stack-distance.md
3 Add explicit metric isolation rule to LAB.md MEDIUM DONE 003-metric-isolation.md
4 Reproduce Germain's depth-1/hidden-64 ARD result MEDIUM DONE 004-germain-depth1.md
5 Linear classifier for parity (arXiv:2309.06979) MEDIUM REVIEWED 005-linear-classifier.md
6 Prep homework for next Monday (present results/process) HIGH SUPERSEDED 006-homework-monday.md
7 Homework for Meeting #10: DMC baseline + optimization HIGH DONE 007-homework-meeting10.md
8 Pre-experiment plan: DMC comparison, RL env, license MEDIUM IN PROGRESS 008-pre-experiment-plan.md
9 Muon optimizer literature review (ByteDMD-aware) MEDIUM DONE 009-muon-review.md
10 ASI-Evolve paper review — autonomous loop lessons HIGH IN PROGRESS 010-asi-evolve-integration.md
11 DeepSeek Engram offload — ByteDMD verification MEDIUM OPEN 011-engram-offload-bytedmd.md
12 2D-grid Dally model extension to sparse-parity HIGH OPEN 012-2d-grid-dally-sparse-parity.md
13 Accuracy vs joules graph for sparse-parity solvers MEDIUM OPEN 013-accuracy-vs-joules-graph.md
14 Sparse-parity over time ("morse code" framing) MEDIUM OPEN 014-sparse-parity-over-time.md
15 V2 / V3 instrumentation of Hinton + Schmidhuber stubs (cross-repo index) HIGH IN PROGRESS 015-v2-v3-instrumentation.md