Search Intelligence

“Cooling 2,300W accelerators with diamond spreaders solves the localized physics barrier, but custom wafer-level thermal hardware will add serious manufacturing expense to already bloated server BOMs.”

“Export controls didn't stop Chinese AI development; they just forced Huawei to get aggressively efficient at optical interconnects and clustered scaling.”

“OpenAI isn't tapping Samsung because they want to; they're tapping Samsung because TSMC is completely sold out of capacity and you can't train the next frontier model on a waitlist.”

“Everyone obsesses over GPU counts, but the real money is quietly being made by the companies laying the pipes that let those GPUs actually talk to each other.”

“While the market obsesses over GPU clusters for inference, AMD is quietly positioning its ultra-dense Zen 6 CPUs to capture the massive, unglamorous background compute required to actually run autonomous AI agents in isolated sandboxes.”

“Strategic posturing in the AI race means nothing if a country cannot secure the actual processors required to train the models.”