Living definition
What is Argonne Closed-Loop Catalyst Discovery System?
Chemistry & Catalysis Energy, Climate, Space & Materials
- As of
- 2026-07-23
- Revision
- 2026-07-23.1
- Method
- v1.3.0
Definition
The term, in context
AI-assisted draft · approved dataset
Argonne's Closed-Loop Catalyst Discovery System pairs robotic synthesis and testing equipment with AI models that analyze each experiment's results and choose the next catalyst formulation to try, cycling through design, synthesis, and evaluation without a human in the loop to compress the search for new industrial catalysts.
Live readiness status
Status as of the current dateline
AI-assisted assembly · derived results
As of 2026-07-23, verified readiness is 19 (claimed 30, reported 27, gap 11) — Critical evidence strength; current signals suggest Too early to adopt.
The readiness fact belongs to the canonical Readiness Verdict for Argonne Closed-Loop Catalyst Discovery System.
Dataset approval
Human editorial release
pragma.vision editorial — standing authorization (operator dev@soft.house, 2026-07-17)
- Dataset
- 2026-07-23.1
- Hash
- sha256:2946693d2bc5cb60960d58d1e68b228b21021ebbdb21122cce1fb0a6793301ce
- Approved
- 2026-07-23