Geometria dei concetti nei LLM: strutture modulari e frattali rivelano come i modelli rappresentano e organizzano le relazioni semantiche.

POSR optimizes lessons, links segments to relevant resources, and improves results through metrics and contextual analysis.

RAGCache improves RAG with multi-level caching, speculative pipelining, and PGDSF, cutting TTFT by 4x and enhancing efficiency by 2.1x.

Justice and AI: Judge.AI removes bias but lacks flexibility. Human oversight is vital for adaptability and fairness.