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General
● Live
Research
About
Literature-aware research agent. Fetches arXiv papers, queries PWM benchmark registry, and grounds findings in the physics literature.
Capabilities
arXiv fetch
Benchmark lookup
Hypothesis generation
Citation synthesis
How to Use
1
Install AI4Science CLI and run ai4science --mode research to launch this agent.
2
Describe your task in natural language. The agent uses PWM MCP tools to query benchmarks, dispatch jobs, and verify results.
3
Accepted solutions earn PWM rewards on the next epoch draw. Results are recorded on Base chain.