External pipelines · RISE project catalogue
Open CoScientist Agents
An open-source implementation of Google DeepMind's *AI co-scientist* (arXiv:2502.18864), built on LangGraph and GPT Researcher. Realizes the co-scientist's multi-agent design — literature review, generation, reflection, evolution, meta-review, supervisor, and a tournament-style hypothesis competition with ELO ranking.
Where it sits
left: what it builds on · right: what builds on it · pale: exampleContributed by conradry
How studies reach it
No published study reaches it yet.
Disciplines it reaches
No study reaches it yet.
Solid: published studies. Light: examples.
Computed from the records on this site: what each study, template and specialist names as used, which study extends which, and who contributed what. 0 studies in total.
What it does
Makes a major closed industrial design (DeepMind's co-scientist) inspectable and runnable: every agent role and the ELO tournament loop are present in code, with a Streamlit dashboard for inspecting hypothesis competition transcripts. Useful as a reference implementation against which the original paper's claims can be audited.
- Focus
- ideation
- Inputs
- research-goal
- Outputs
- ranked-hypotheses, tournament-transcripts, research-report
- Architecture
- multi-agent, tool-use, rag-knowledge-base, iterative-loop, debate-consensus
- Maintained by
- conradry
- Started
- 2025
Description
Data model- Discipline
- General
- Method family
- not specified
- Design
- not specified
- Research stage
- Literature discoveryLiterature synthesisHypothesesResearch design
- Contributors
- conradry
- Usage
- not used in published research yet
- Source
- RISE project catalogue · projects/landscape · @4c17bae
- Record
- pipeline:open-coscientist · JSON
Solid tags are declared by the source or mapped from its terms; dashed tags are inferred by a published rule. Hover a tag for its provenance.
Bring it into the standard
A pipeline built outside E2ER can meet the standard by describing its steps as a template, attaching the floor of checks and publishing evaluation records. Its authors keep ownership and credit.