How this term is used here In this channel's material, latent variables come up in the context of energy-based models (EBMs) — architectures presented as an alternative when LLMs hit architectural limits on mission-critical work such as verifiable correctness. The related topic Beyond LLMs: New AI Architectures and Capabilities frames latent variables as part of the machinery of these newer models, rather than as a property of LLMs themselves [^c10ebe98-0850-5dfe-8c53-b988c268c606]. - Latent variables are hidden quantities a model works with but that are not directly observed.- In this material they appear in the discussion of energy-based models, positioned as part of what distinguishes EBMs from LLMs.- The term belongs to the chapter on architectures built for problems outside LLM limits: verifiable correctness, spatial reasoning, and exact determinism.