The Past and Future of AI Scientists
We present a survey of the past and future of AI Scientists: machines capable of automating science. AI Scientists can originate hypotheses, deduce their consequences, design and execute experiments, interpret their results, and revise their beliefs. Such systems are integrated scientific agents, connected to the literature, formal knowledge, mathematical models, simulations, data-analysis systems and physical laboratories. Adam was the first machine to make novel scientific discoveries through cycles of hypothesis formation and physical experimentation. Eve established the architecture of t
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 67%Solutions, challenges and rising tensions in AI and mathematics →
- PossiblePossibly related (embedding) · 66%Gemini for Science: AI experiments and tools for a new era of discovery →
- LinkedLinked via arxiv author · 85%Ross D. King →
“The Past and Future of AI Scientists”
- PossiblePossibly related (embedding) · 58%MIT researchers develop AI models that learn physics more efficently - Scientific Computing World →