Kosmos: An AI Scientist for Autonomous Discovery
What this work does
Data-analysis and literature agents share a structured world model while pursuing multi-cycle research objectives and producing source-linked reports.
Connection to discovery
Motivates long-horizon memory, claim-level provenance and discovery-quality-versus-compute measurements.
Evidence
Inspected the workflow/accuracy breakdown and several retrospective findings compared with human analyses.
Scope and limitations
Expert time-equivalence estimates are subjective; retrospective rediscovery differs from prospective experimental validation. Report accuracy and novelty require independent auditing.
THE RESEARCH CONVERSATION
Discussion & reactions
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