Google's ScientistTwo agent runs the full AI research discovery loop unsupervised
dair_ai · x · 2026-09-19
- Google Cloud AI Research unveils ScientistTwo, an autonomous research agent that takes a problem from a human expert and completes the entire discovery cycle without further intervention.
- It establishes SOTA baselines, generates seed ideas targeting limitations of prior work, screens ideas on data subsets before full experiments, and runs its own ablations to attribute gains and revise ideas.
- Manuscript drafting includes a simulated peer-review and rebuttal engine, plus a meta-review pass feeding back into the work.
- Benchmarked against ICLR/ICML/NeurIPS papers: reported solutions outperform human state-of-the-art, and generated papers score higher average ratings under the automated review setup.
Related event: Google's ScientistTwo runs the full research cycle autonomously(3 posts)→
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