AI research workbench

Key features

• Governable research processfrom Scope, Idea, Experiment Contract to Evidence, Claim and Release, key nodes are controlled by human gates.
• DSH Scholar assists in research and does not assume the responsibility for scientific judgment, approval, signature and publication on behalf of the researcher.
• Controlled experimentRunner executes the frozen experiment plan on the local Docker or controlled remote machine, and records logs, status and products.
• Traceable evidenceThesis claims are traceable to controlled runs, artifacts, and reviewed evidence.
• All-in-one workbenchChat, Workspace, Terminal, Manuscript, Trajectory and Settings share the same project context.