Theo Collaborator
Plan, execute, and revise research, without starting over
Research doesn’t happen in a straight line
You change assumptions, refine hypotheses, and revisit earlier decisions.
With today’s AI tools, that means:
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Restarting research workflows from scratch
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Losing context across tools and iterations
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Committing to plans you’re not confident in
Theo Collaborator: A new way to work with research
Structure your research before you execute it
Build clear, complete research plans with guided validation (including questions, assumptions, methods, evaluation).
Steer research as it unfolds
Intervene at any step - adjust variables, assumptions, or methods throughout your research.
Re-run only what matters
Modify part of your research workflow without restarting everything.
See how results were produced
Inspect each stage of reasoning and execution, not just the final output.
Catch gaps early
Surface missing assumptions, unclear metrics, or weak methodology before spending any time or compute resources.
Theo Collaborator: A new way to work with research
Structure your research before you execute it
Build clear, complete research plans with guided validation (including questions, assumptions, methods, evaluation).
Steer research as it unfolds
Intervene at any step - adjust variables, assumptions, or methods throughout your research.
Re-run only what matters
Modify part of your research workflow without restarting everything.
See how results were produced
Inspect each stage of reasoning and execution, not just the final output.
Built on Theo, the AI Physicist
Theo Collaborator connects directly to Theo, our domain-specialized AI Physicist for scientific research.
Theo Collaborator can surface gaps or unclear elements while preserving context across iterations. The result is a coherent research environment, where structured workflows and domain-specialized models work together to support scientific discovery.
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