A structured breakdown of LLM failure modes, showing why AI systems can produce fluent outputs while losing meaning, alignment, and real-world reliability.

A Semantic Fidelity Lab series on AI alignment, hallucination, grounding, benchmarking, model monitoring, semantic drift, and reality drift in modern information systems.