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docs(paper): finalize manuscript with audit-driven fixes
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Aug 16, 2026
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Polish round: error-rate column in capability table, execution-error …
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Aug 8, 2026
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Benchmark comparison vs tau-bench/AgentBench/WebArena/SWE-bench; add …
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Aug 7, 2026
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Verify all paper numbers vs raw data; fix run-success range (83.9-100…
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Fix Spearman tie handling in figure annotations; regenerate figures; …
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#16:
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Aug 6, 2026
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Add red-teaming and web-agent related work; update defense guide corr…
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Aug 6, 2026
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Pre-publication audit: implement all review fixes in manuscript
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Aug 6, 2026
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Fix robustness relative-degradation claim and temperature relative-dr…
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Aug 3, 2026
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Soften TinyLLM model count in position table
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Aug 3, 2026
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Correct safety and robustness claims to match raw data
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Aug 3, 2026
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Fix reliability-suite description to match ground truth
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Aug 3, 2026
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Appendix: replace unverified per-call latency estimates with measured…
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Aug 3, 2026
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Round 3: verify all 26 references against arXiv, fix bib syntax, corr…
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Aug 3, 2026
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Round 2 continued: correct robustness degradation and DS-R1 speed cla…
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Aug 2, 2026
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Round 2 fixes: correct Qwen2.5/TinyLlama arXiv IDs, fix citation misa…
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Aug 2, 2026
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Round 1 review fixes: correct author identity, fix false claims, repa…
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Aug 2, 2026
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Add publication-grade figures, statistical analysis, and layout fixes
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#4:
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Aug 2, 2026
1m 42s
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Complete temperature sweep: finalize v2 reliability paper
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#3:
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Aug 1, 2026
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Phase 2 complete: 9-model reliability evaluation
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Jul 29, 2026
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Initial commit: SLM agent reliability evaluation framework
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#1:
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Jul 27, 2026
2m 17s
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