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The author reflects on the paper 'Self-Revising Discovery Systems for Science' which proposes a new agentic architecture using strongly-typed DAGs, schema migrations via Kan extensions, and an MDL gate to distinguish genuine discovery from simple retrieval or search.
A blog post explaining how to use refinement mappings to preserve external properties during database schema changes, using examples of migrating a boolean column to a nullable timestamp and then to event sourcing.