News explained, a learning journal and fiction taken apart with real physics.
DeepSeek-V4-Pro has 1.6 trillion parameters and uses 49 billion per word. How an MoE works, what it costs, and when a dense model is the better call.
They don't know medicine and they aren't eight glued-together models. Six Mixture of Experts myths, debunked with what Mixtral, OpenMoE and others measured.
Earth walls, steel spears, gold and people: what each FMA transmutation would cost with real physics, what exists today and why the real problem is time.
What this site is, why every lesson is explained three times, who the jester keeping you company is, and what's coming: AI, data, quantum and nanoscience.