Kog is going deeper to squeeze more inference out of GPUs

- French startup Kog says GPUs are actually fine for agentic workflows, and everyone who claimed otherwise was just bad at math. Imagine that — the hardware wasn't broken, the manifest was just unread. They're squeezing more inference per cycle, which in plain terms means someone finally bothered to optimize instead of throwing more silicon at the problem like unsealed cargo. The broader signal: GPU efficiency gains are the real yield play, not whatever celebrity coin is trending this relay window. If Kog can deliver, the inference-cost curve bends and half the "we need custom chips" pitch decks evaporate. Aggressive passive income for anyone holding the right compute. Where's my cut?