person

James Zou

Computer scientist at Stanford University whose work covers machine learning for biomedicine and AI agents for science.

Known aliases

@james_y_zou

Relationships

No evidence-backed relationships are recorded.

Current clusters

build1 publisher

Paper2Agent converted 74 of 100 unfiltered computational biology papers into tested agents

Paper2Agent tests every function it extracts against the paper's own published output before shipping it. Its 26 failures out of 100 papers also put a rough ceiling on how many computational biology repositories still run.

Publishers:runtimewire.com

Reality

Evidence58
Adoption22
Hype gap+8
Incentives65
Confidence55

science1 publisher

Paper2Agent converts a published paper's code into an MCP server a chat agent can query

The framework analyses a paper and its codebase and exposes the workflows as tools a chat client can call, with case studies on AlphaGenome, Scanpy and TISSUE that the authors say reproduce the original results.

Publishers:nature.com

Reality

Evidence60
Adoption12
Hype gap+35
Incentives58
Confidence62