Rewrite README#25

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Commits on May 11, 2026

Update README with completed experiments, router track, and test suite
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Complete README with fusion track, CI, report files, configs, and figures table
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Add missing README sections: systems.py, make_frontier.py, SLURM scripts
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Complete README: add all undocumented files and artifacts
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Expand README: full rag_cr/ module guide and results/runs/ schema
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Complete neurips_2026.tex: full paper draft for submission
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Rewrite README: concise 150-line reader-oriented guide
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