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The Automation of Science Export

Science, Vol. 324, No. 5923. (3 April 2009), pp. 85-89.

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abstract-machines all-possible-sciences automatic automating brain-interfaces competitiveness computational-epistemology computational-intelligence computational-neuroscience computational-science computer-science constructivization extremal-science formal-epistemology formal-science futures grids hierarchy-of-abstract-machines hierarchy-of-machines hyperefficiency infrastructures intelligent-problem-solving logical-frameworks omega-innovating philosophy-of-science quantum-computational-intelligence quantum-computing research-frameworks robot-scientists scientific-frameworks strategies synthetic-science technological-supremacy

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The basis of science is the hypothetico-deductive method and the recording of experiments in sufficient detail to enable reproducibility. We report the development of Robot Scientist "Adam," which advances the automation of both. Adam has autonomously generated functional genomics hypotheses about the yeast Saccharomyces cerevisiae and experimentally tested these hypotheses by using laboratory automation. We have confirmed Adam's conclusions through manual experiments. To describe Adam's research, we have developed an ontology and logical language. The resulting formalization involves over 10,000 different research units in a nested treelike structure, 10 levels deep, that relates the 6.6 million biomass measurements to their logical description. This formalization describes how a machine contributed to scientific knowledge. 10.1126/science.1165620


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