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Priyanka V. Setty

1 paper indexed

arxivcs.ROcs.AI2026-07-17

AEGIS: Assay-Aware Protocol Validation and Runtime Monitoring for Open-Source Liquid Handling Robots

Priyanka V. Setty, Arvind Ramanathan, Ian Foster, Rick Stevens

Self-driving laboratories increasingly rely on low-cost liquid handlers such as the Opentrons OT-2, which ship without the pressure-based aspiration monitoring of Hamilton or Tecan systems and are typically run open-loop. Two failure modes go undetected: protocols that are syntac…

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