BREAKING
Awesome-AI-Scientist List Goes Live
Five Layers of Research Automation
1
Knowledge Building
↓
2
Idea Generation
↓
3
Experimentation
↓
4
Paper Writing
↓
5
Paper Review
Major Tools Differ by Domain
SakanaAI/AI-Scientist
●
Idea to paper writing
●
OpenAI, Claude, Gemini
Biomni
Stanford
●
Biomedical focus
●
Domain-specialized
0
$
cost per paper
0
lifecycle layers
Benefits Versus Concerns
Benefits
●
Fast end-to-end runs
●
Low-cost open-source setups
Concerns
●
Fabrication and reproducibility
●
Need for human oversight
A Living Map of AI Research Tools
AI NEWS BLITZ
A new curated GitHub list maps AI tools that automate the research lifecycle.