Biotool and Wet Lab Actions
Only in system cards
Agents perform wet lab assistant tasks such as finding a genome file or ordering DNA through a computer or browser. Scored as pass@10 per task.
OpenAI Preparedness evaluation with three tasks and no overall score.
Made by OpenAI with Ranger Released Sep 2024 Hazardous knowledge Tasks kept private Last in a system card Jan 2025
Last model added Jan 2025
- Level
- Expert Specialists with years of training, often over hours of work
- Scored
- Checked automatically A program checks the result against an answer key, unit tests or the expected final state.
- Answers
- Agent task Many steps in a terminal, browser, desktop, app, game or robot.
5
System cards report it, from 1 lab
No scores here yet
No lab, leaderboard or Epoch AI run has reported a score for Biotool and Wet Lab Actions yet.
Labs report it only in system cards
We read the headline results of 479 launch posts from 51 labs, and none of them list this benchmark. Some system cards do, below.
5 system cards report it, from 1 lab
Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.
| Date | Document | Score | As the document writes it | Section |
|---|---|---|---|---|
| 31 Jan 2025 | o3-mini system card | Biotool and Wet Lab Actions, success rate over 10 rollouts on 3 tasks, no overall score (Table 11) | Bio and chem risk | |
| 23 Jan 2025 | OpenAI Computer-Using Agent (CUA) system card | Biorisk tooling evaluation, pre-mitigation Operator model, 1% success on the task set, AlphaFold 2/10, Ebola FASTA 0/10, Twist DNA order 10/10 (Table 1, 3.3.1) | Bio and chem risk | |
| 5 Dec 2024 | o1 system card | Biotool and Wet Lab Actions, pass@10 on 3 tasks (o1 post-mitigation 0% AlphaFold, 83% Ebola FASTA, 0% Twist DNA), no overall score (Table 13) | Bio and chem risk | |
| 12 Sep 2024 | o1-preview system card | Biotool and Wet Lab Actions, pass@10 on 3 tasks (o1-preview post-mitigation 0% AlphaFold, 100% Ebola FASTA, 0% Twist DNA), no overall score (Table 8) | Bio and chem risk | |
| 12 Sep 2024 | o1-mini system card | Biotool and Wet Lab Actions, pass@10 on 3 tasks (o1-mini post-mitigation 0% AlphaFold, 0% Ebola FASTA, 0% Twist DNA), no overall score (Table 8) | Bio and chem risk |
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