Benchmark Almanac

AAV packaging rate auto-research evaluation

Only in system cards

Agents build predictors of AAV capsid packaging that must generalize to an unseen insertion region, using a limited scorer. Scored by Spearman correlation.

Built with Dyno Therapeutics for the CB-2 threshold. Anthropic also reports the share of attempts above 0.52.

Made by Anthropic (with Dyno Therapeutics) Released Sep 2026 Hazardous knowledge Tasks kept private Last in a system card Oct 2026 Last model added Oct 2026
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.
3
System cards report it, from 1 lab

No scores here yet

No lab, leaderboard or Epoch AI run has reported a score for AAV packaging rate auto-research evaluation 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.

3 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.

DateDocumentScoreAs the document writes itSection
7 Oct 2026 Claude Haiku 5.5 system card AAV packaging rate auto-research evaluation, Spearman correlation over scorer calls, chart without printed values (Figure 2.2.3.3.A) Bio and chem risk
28 Sep 2026 Claude Sonnet 5.5 system card AAV packaging rate auto-research, Spearman correlation by scorer calls, chart without printed values (2.2.3.3, Figure 2.2.3.3.A) Bio and chem risk
22 Sep 2026 Claude Opus 5.5 system card AAV packaging rate auto-research, Spearman correlation by scorer calls, chart without printed values. Text: reaches 0.50 in fewer than 10 scorer calls, about 60% of attempts exceed the 0.52 threshold (2.2.3.2.3, Figure 2.2.3.2.3.A) Bio and chem risk

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