Multi-paradigm Logic Programming in the ${\cal E}$rgoAI System

This silver document aggregates several recent CS preprints: (1) ErgoAI — a multi-paradigm logic-programming language/system successor to Flora-2 focused on scalable KR&R, well-founded semantics, non‑monotonic inheritance and integration with external sources (e.g., vector embeddings); (2) ConSelf — a self-improving code-generation approach introducing code semantic entropy for curriculum construction and a consensus-weighted preference fine-tuning (Con-DPO) enabling improvement without superior teachers or test oracles; (3) a graded modal dependent type theory formalized in Agda that supports