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Agentic AI Scientists Are Not Built For Autonomous Scientific Discovery
Agentic AI scientists serve as co-scientists but lack autonomous discovery due to flawed problem selection, missing tacit lab knowledge, compressed diversity, and inadequate benchmarks.
Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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AI panel: 10 of 20 reviewers recommend it
lenient 5/5
medium 4/10
strict 1/5