Minerval

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Step 4: tool results

2026-11-14 20:42:29 UTC · previous step · next step

read_arxiv_source

Input
{
  "arxiv_id": "2602.22755"
}
{"ok":true,"arxiv_id":"2602.22755","files":32,"columns":"name, bytes, kind (tab-separated)","listing":"00README.json\t213\ttext\nagent_success_rate_combined_haiku_45.pdf\t27427\tpdf\nappendix.tex\t103631\ttext\nauditbench_arxiv.bst\t27099\ttext\nauditbenchfig1.pdf\t566794\tpdf\nauditbenchfig2.pdf\t495360\tpdf\nfancyhdr.sty\t20521\ttext\nfigures/hf-logo.pdf\t39459\tpdf\nfigures/agent_per_organism_bars_haiku_45.pdf\t122011\tpdf\nfigures/llama_strong_evidence_fraction_by_tool_judge_sonnet45.pdf\t24583\tpdf\nfigures/llama_single_turn_success_by_tool_predictor_haiku45_judge_sonnet45thinking.pdf\t25636\tpdf\nfigures/llama_confession_rates_judge_sonnet45.pdf\t19010\tpdf\nfigures/llama_behavior_strength_judge_opus48.pdf\t28701\tpdf\nfigures/llama_confession_rates_by_quirk_judge_sonnet45.pdf\t43334\tpdf\nfigures/qwen_behavior_strength_judge_opus48.pdf\t29800\tpdf\nfigures/qwen_confession_rates_judge_sonnet45.pdf\t18799\tpdf\nfigures/user-turn-hallucinations-before-after.png\t45609\timage\nfigures/user-turn-hallucination-example.png\t231241\timage\nfigures/sweep_steering_detection_rate.pdf\t18188\tpdf\nfigures/sweep_sae_detection_rate.pdf\t15671\tpdf\nfigures/sweep_logit_lens_kl.pdf\t16450\tpdf\nfigures/misaligned-user-turn-kto-data.png\t345557\timage\niclr2027_conference.sty\t8990\ttext\nmain.bib\t29463\ttext\nmain.tex\t5214\ttext\nnatbib.sty\t45154\ttext\nsections/results_haiku.tex\t10000\ttext\nsections/related_work.tex\t3159\ttext\nsections/investigator_agent.tex\t7019\ttext\nsections/introduction.tex\t7258\ttext\nsections/discussion.tex\t3143\ttext\nsections/auditbench.tex\t6755\ttext","total_chars":1408,"offset":0,"truncated":false,"next_offset":null}