DF AI Research

DF AI Research explores the ΨΛ Grid, a logical framework linking light, matter, life, and cognition. Content: AI demos (GPT-ΨΛ, spiking/MoE), physics simulations, computational biology, research notebooks, and code tutorials across real projects like Life Sandbox AI, CUP-2.0, and EchoRadius. Video formats: 10-minute concept briefs, step-by-step lab sessions, GPU benchmarks, and live Q&A. Principles: simple laws, measurable evidence, and compute-frugal design. Goal: practical, reproducible methods and reusable tools for a unified, explainable AI stack. Subscribe if you value results that can be tested and repeated.