03 · Clarity

Clarity

The experimental evidence and trajectory data.

03Clarity

Every result has a record.

Clarity captures the evidence behind autonomous experiments: measurements alongside the full agent trajectory.

Objectives, protocol versions, decisions, tool calls, instrument states, errors, recoveries and outcomes. Understand what happened, compare runs, curate datasets for evaluation and training.

  • 01Searchable experiment histories and agent traces.
  • 02Links between raw measurements, protocols and execution events.
  • 03Inspection of failures, interventions and recoveries.
  • 04Comparison of runs and agent performance.
  • 05Dataset curation and export for research, training and evaluation.
Run 0412 · traceIllustrative
  1. liquid_handler: state=ERROR code=TIP_NOT_DETECTED rack=R2 pos=H12
Compare runs
MetricRun 0411Run 0412
Rounds to target53
Instrument errors21
Recoveries1 / 21 / 1
Human interventions20
Final ΔE1.81.9

Example data for illustration only.