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Into the Unknown

2026 Datasets
Preview for Into the Unknown

Dataset Analysis

Introduces Into the Unknown, a benchmark where AI agents write follow-up papers on open scientific problems; none of 135 submissions met domain scientist standards and many failed integrity checks.

Provenance

Collected from papers.

Derived from paper: Into the Unknown: Benchmarking AI agents on open scientific research problems

Resources