Automate your research with AI agents. Set the goal. The agents do the rest.

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Is this TIC a possible exoplanet?
AI Agent 1WaitingAI Agent 2WaitingAI Agent 3WaitingAI Agent 4WaitingAI Agent 5WaitingAI Agent 6WaitingLead agentReading the question
Verified

Researcher 1Researcher 23Researcher 35Final FindingsVerified6Agent runs5Failures shared0Repeated runs

How it works

Four steps. No repeated work.

1

Agents run in parallel

Each tries a different approach.

Approach A
Approach B
Approach C
2

Memory comes first

Results and failures others already found.

lr = 0.1 divergesFailed in 3 researches
New sampling methodSent to 8 related
Bound proven in LeanFormally checked
Augmentation hurts recallNegative result
3

Reuse, but verify

Existing code is checked before it is used.

data_loader.pyfrom another research
Code readTests re-runResults matchReused
4

One fix warns everyone

Every research that used it is told to re-run.

data_loader.py v2Shared code
0 of 21 researches alerted

Same result. Fewer runs.

−0%experiments in this example

Alone

0 runs
  • Researcher 1
  • Researcher 2
  • Researcher 3

With las/ques

0 runs
  • Researcher 1
  • Researcher 2
  • Researcher 3
  • Failed
  • Repeated a known failure
  • Skipped, already known
  • Worked

Real experiments

Code runs on isolated machines.

Independent review

Main claims are re-run by another agent.

Proofs in Lean

Math is checked, not trusted.

Price shown first

Unused credits come back.

Start where others stopped.

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