openscience

The open-source AI workbench for scientific research

Give it a goal. It reads the literature, writes and runs code, runs the experiments, and writes up what it found.

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OpenScience is an AI workbench for scientific research. You give it a goal, and it works through the research loop the way a capable collaborator would. It reads the papers that matter, forms a hypothesis, writes and runs code, runs experiments on real compute, queries the major scientific databases, and writes up the result. It runs as a workspace in your browser and works with any frontier or open-weight model from Anthropic, OpenAI, Google, and dozens of other providers, using your own API keys. No account is required.

It is model-agnostic, open source, and built to do real work in machine learning, biology, physics, and chemistry.

What it does

• Runs the whole loop. Literature review, hypothesis, code, experiment, analysis, and write-up, in one continuous session.
• One adaptive Research agent. A single user-facing collaborator handles the task end to end, loads domain skills when useful, and can delegate bounded Explore, Execute, or Review work internally. Normal and Ultra efforts control how widely it investigates; plan mode stays read-only.
• 295 bundled skills. Training (DeepSpeed, PEFT, TRL), evaluation, da