xrchz comments on Superintelligence Reading Group - Section 1: Past Developments and Present Capabilities - Less Wrong
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They're not yet close to being taken over by AI, but there has been research on automating all of the above. Some possibly relevant keywords: automated theorem proving, and program synthesis.