Agentic workflow automates neutral-atom quantum computing pipeline
An innovative agentic workflow streamlines the transition from theoretical quantum protocols to practical experiments using neutral-atom quantum processors, particularly two Pasqal QPUs accessible through the cloud. This system ensures that researchers remain involved for essential validation. In three case studies focusing on many-body physics and optimization, the agent progressed from a published paper or patent to executing a QPU campaign overnight. Nonetheless, human oversight proved vital: in one instance, the agent chose an unsuitable observable, and in another, it generated a plausible yet incorrect hardware diagnosis. Both errors were identified. This method seeks to reduce the barriers to implementing quantum computing, shifting from research environments to industrial machines within high-performance computing facilities. The findings are detailed in arXiv:2607.25834.
Key facts
- Agentic workflow automates neutral-atom quantum computing pipeline
- Uses two Pasqal QPUs available on the cloud
- Researcher remains in the loop for critical validation
- Three case studies from many-body physics and optimization
- Agent went from paper/patent to QPU campaign overnight
- Human intervention needed: agent selected inadequate observable in one experiment
- Agent constructed plausible but incorrect hardware diagnosis in another
- Both failures were detected
Entities
Institutions
- Pasqal