External pipelines · RISE project catalogue
Zochi (Intology)
An end-to-end "artificial scientist" system from Intology, claimed to span hypothesis generation through to peer-reviewed publication. Differentiates itself from earlier AI-scientist releases by publishing the *outputs* — accepted ACL 2025 and ICLR 2025 workshop papers (CS-ReFT, Tempest/Siege) with reported state-of-the-art results — rather than only the pipeline.
Where it sits
left: what it builds on · right: what builds on it · pale: exampleContributed by Andy Zhou and Intology team
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
The strongest *external-validation* claim in the AI-scientist landscape: peer-reviewed acceptances of papers produced by the system, including ACL 2025 main proceedings. The repository releases code and a technical report covering an earlier version of the system.
- Focus
- end-to-end
- Inputs
- research-area
- Outputs
- paper-draft, code, experiment-results
- Architecture
- multi-agent, tool-use, iterative-loop, artifact-versioning
- Maintained by
- Andy Zhou and Intology team
- Started
- 2025
Description
Data model- Discipline
- Computer science
- Method family
- not specified
- Design
- not specified
- Research stage
- HypothesesResearch designData analysisCode generationDraftingRevision and editingReview
- Contributors
- Andy Zhou and Intology team
- Usage
- not used in published research yet
- Source
- RISE project catalogue · projects/landscape · @4c17bae
- Record
- pipeline:zochi · 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.