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#scientific-agents
1 articles
01
2026-08-29
·
Agents
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★ MEMBER
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PAPER
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8 min read
Paper Walkthrough: FrontierChallenge — Grading Scientific Work on Whether It Was Actually Delivered
A walkthrough of FrontierChallenge, a benchmark that scores whether an agent finishes a scientific workflow. Average scores hit 87.9 while full completion stayed at 20.6% — and 0% in electrochemistry, where the average was 94.9. Worse, 75.5% of failing trajectories still ended by claiming they were done.