PulseAugur
EN
LIVE 02:23:17

New benchmark tests AI agents on 70 scientific research workflows

A new benchmark, Terminal-Bench-Science, has been released to evaluate AI agents on complex scientific research tasks. Developed by researchers at Stanford University and a global team of domain experts, it features 70 tasks across various scientific disciplines. The strongest model evaluated, Claude Opus-5, achieved a 30% resolution rate on the initial release, highlighting the significant gap between current AI capabilities and the demands of real-world scientific workflows. AI

IMPACT Highlights the gap between current AI capabilities and the demands of real-world scientific research, emphasizing the need for AI agents that can produce validated artifacts rather than just explanations.

RANK_REASON Release of a new benchmark for evaluating AI agents on scientific tasks.

Read on Mastodon — mastodon.social →

AI-generated summary · Google Gemini · from 4 sources. How we write summaries →

New benchmark tests AI agents on 70 scientific research workflows

How we ranked this

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Research
Release of a new benchmark for evaluating AI agents on scientific tasks.
Source corroboration
4 independent sources
Strong cross-source corroboration — multiple independent publishers covered this within the clustering window.
Topics
paper, product
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
50 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

Full methodology in our editorial standards.

COVERAGE [4]

  1. Hacker News — AI stories ≥50 points TIER_1 English(EN) · matt_d ·

    Terminal-Bench-Science: Evaluating AI agents on scientific research workflows

  2. Mastodon — mastodon.social TIER_1 English(EN) · k3jph ·

    Terminal-Bench-Science tests agents on 70 real scientific workflows. The leader resolves 30%; most systems score far lower. The useful lesson: scientific capabi

    Terminal-Bench-Science tests agents on 70 real scientific workflows. The leader resolves 30%; most systems score far lower. The useful lesson: scientific capability is not fluent explanation. It is producing reproducible, validated artifacts while handling data, code, numerics, a…

  3. Mastodon — mastodon.social TIER_1 English(EN) · CuratedHackerNews ·

    Terminal-Bench-Science: Evaluating AI agents on scientific research workflows https://www. terminal-bench-science.ai/anno uncement # ai # science

    Terminal-Bench-Science: Evaluating AI agents on scientific research workflows https://www. terminal-bench-science.ai/anno uncement # ai # science

  4. Mastodon — mastodon.social TIER_1 English(EN) · [email protected] ·

    Terminal-Bench-Science: Evaluating AI agents on scientific research workflows https://www.terminal-bench-science.ai/announcement # HackerNews # Tech # AI

    Terminal-Bench-Science: Evaluating AI agents on scientific research workflows https://www.terminal-bench-science.ai/announcement # HackerNews # Tech # AI