Kosmos: An AI Scientist for Autonomous Discovery
17 days ago
- #Scientific Discovery
- #Autonomous Agents
- #Artificial Intelligence
- Kosmos is an AI scientist designed for autonomous data-driven discovery.
- It performs cycles of data analysis, literature search, and hypothesis generation for up to 12 hours.
- Uses a structured world model to share information between agents, enabling coherent operation over 200 rollouts.
- Generates scientific reports with traceable reasoning, citing code or primary literature for all statements.
- Independent validation found 79.4% of Kosmos' report statements accurate.
- A single 20-cycle run by Kosmos equates to about 6 months of human research time.
- Demonstrated capability to reproduce findings and make novel contributions across multiple scientific fields.