# Automated Scientific Method **Entity class:** Scientific-computing architecture **Domain:** Artificial intelligence / Laboratory automation **Maturity:** Developed ## Definition An automated scientific method is a machine-operated loop that proposes hypotheses, selects experiments, executes or delegates them, measures outcomes, and updates its model from the results. ## Mechanism and significance Automation becomes scientifically meaningful only when experimental feedback constrains the system; generating plausible hypotheses without contact with reality is not a closed scientific loop. ## Relationships - **Research dossier:** [[research/ASI and RSI Timeline Research Moonshots|ASI and RSI Timeline Research Moonshots]] - **Ontology route:** [[ASI and RSI Timeline Ontology#Scientific Intelligence and Recursive Improvement|Scientific Intelligence and Recursive Improvement]] - **Primary fields:** [[AI for Science]] · [[Scientific Acceleration]] · [[Machine Intelligence]] - **Adjacent concepts:** [[Scientific Superintelligence]] · [[Full-Stack AI for Science]] · [[Hypothesis-to-Experiment Compression]] · [[Ideation-Implementation-Validation Loop]] ## Sources and provenance - [[research/ASI and RSI Timeline Research Moonshots|ASI and RSI Timeline Research Moonshots]] — immediate source for this node's role in the broadcast research map. ## Evidence boundary The research dossier establishes why this entity or concept belongs in the Moonshots ontology. Time-sensitive organizational, product, policy, and performance claims should be checked against the linked primary source or a current authoritative source before reuse as settled fact. ## Simple Reminders, Quotations, and Thoughts > The scientific method can be reduced to the ideation, implementation, and validation of ideas. Close that loop, place an open-ended process above it, and swarms of AI systems can evolve and recombine ideas while physical laboratories test what survives. > **— Adapted from Richard Socher**, *MOONSHOTS Live, October 2026* [[reminders/Scientific Acceleration/The Scientific Method Can Become an Open-Ended Machine by Richard Socher|The Scientific Method Can Become an Open-Ended Machine by Richard Socher]]