Ask in plain words. Agents read the literature, run the experiments and write the paper.
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“Does the timing of weight decay change when a network suddenly generalises, or only how much of it there is?”
The full scientific method, carried out by a team of agents. You see every step and can step in at any of them.
A few multiple-choice questions turn a loose idea into a precise research brief.
Hundreds of papers searched, screened and read, then mapped into a citation graph.
Open problems ranked by novelty, feasibility and impact. You choose, or it does.
Hypotheses, methods, controls and success criteria, written out for review.
A machine spec: which agents, which tools, in what order, on what budget.
Agents write code, install software, train models and run jobs on cloud GPUs.
Results consolidated, claims audited, citations verified, LaTeX compiled to PDF.
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Biology, physics, machine learning, economics. Agents find the databases, servers and software a question needs on their own.
Every investigation gets its own sandbox and environment, plus cloud GPUs that run in parallel and are metered by the second.
Approve every stage yourself, or let it run from question to paper. Switch at any point.
Each task is checked against the files it produced. Each claim in the paper is traced back to a result.
Test a side hypothesis, replicate a result or scan a new field overnight.
Parallel investigations with audit trails, budgets and checkpoints you control.
Ask in plain words. Every step is explained, and nothing is hidden behind jargon.
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