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spb/wp33_uqo

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figures Probe predictor (fixed) results, depth variants, attribution figure/table, H4...
sections Gate F figure/table generators; implementation section: threads and dtypes...
tables H5 energy run (laptop), probe +32% at 256 tokens, audit update, paper energy...
.latexmkrc Gate A/B: scaffold, mandate, inventory tooling, prior art (59 refs),...
main.pdf paper: correct CI numbers from audit
main.tex Qwen3-30B parity on M3U96a (bit-identical, 121.7 vs 121.5 tok/s),...
Makefile Gate A/B: scaffold, mandate, inventory tooling, prior art (59 refs),...
references.bib Paper skeleton v0.1 (protocol + preliminary), README, models config,...
uq_logo.jpg Gate A/B: scaffold, mandate, inventory tooling, prior art (59 refs),...

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