L0 · REFERENCE
Reference Resources
Curated lists, awesome-repos, and initiatives that support AI-in-research workflows — starting points, not end-products.
TOOLS IN THIS LEVEL
4 indexedaa
Awesome AI Research Tools
Open-sourceCurated awesome-list of AI research tools
Platforms & Resources
al
Awesome LLM Agents Scientific Discovery
Open-sourceAwesome list: LLM agents for scientific discovery
Platforms & Resources
al
Awesome LLM Scientific Discovery
Open-sourceAwesome list: LLMs in scientific discovery
Platforms & Resources
ll
LLM4ScientificDiscovery
Open-sourceLLMs for scientific discovery — reference hub
Platforms & Resources
WHAT DO THE LEVELS MEAN?
- L0 · Reference — Reference Resources: Curated lists, awesome-repos, and initiatives that support AI-in-research workflows — starting points, not end-products.
- L1 · Tool — LLM as Tool: AI tools that augment a single researcher task — literature search, writing, reviewing, figure generation, content transformation.
- L2 · Analyst — LLM as Analyst: Research agents with stronger analysis, modeling, and experiment-execution abilities — they plan and reason across steps.
- L3 · Scientist — LLM as Scientist: End-to-end autonomous research systems. AI-Scientist-style agents that frame hypotheses, run experiments, and write papers.