Infrastructure · General science · Computer science · Biology · Materials science
Kosmos runs long-horizon autonomous discovery cycles with traceable reports
Long-horizon autonomous discovery cycles with structured world models and traceable reports.
Summary
The arXiv preprint describes Kosmos, an AI scientist system that cycles through literature search, data analysis and hypothesis generation for up to 12 hours using a structured world model. The authors report traceable citations to code or literature, expert accuracy checks and example discoveries across several scientific domains.
AI role
Ran literature search, data analysis, and hypothesis generation cycles for up to 12 hours across scientific domains.
Narrative role
Kosmos marks the shift from short agent tasks toward auditable, long-horizon research workflows.
Caveat
The claims are preprint-reported and should be followed for independent checks or field adoption.