10+ hour, 3+ min ago  (356+ words) Alpha Signal Every hardware benchmark you've ever used was built for a world that no longer exists. Synthetic prompts, fixed input lengths, no KV cache reuse, no speculative decoding, the numbers look clean, but they describe a deployment style nobody…...