Further Reading

McCarthy’s distinction between appearance and reality motivates theory construction that does not simply aggregate sense data or text [ McCarthy , 2007 ] . Categories for AGI develops Democritus, categorical databases, and related source-to-structure machinery [ Mahadevan , 2026b ] . Infinitesimal Causality and BRIDGE/SKFM supply the tangent and Lie-bracket tools used to localize causal inadequacy [ Mahadevan , 2026c , 2026a ] . Modern biomedical agents such as Biomni illustrate the expanding tool and database substrate for scientific work [ Huang et al. , 2025 ] . AGENTIC-CORPUS adds the requirement that theory, workflow, and acquisition-policy revisions retain distinct status-bearing admission records and explicit unsupported alternatives.