OpenAI designing its own chip sounds exciting until you realize it means one company controls both the model and the hardware costs — with zero transparency. Just like Apple locked users into its ecosystem, OpenAI's custom silicon sets up a future where API prices can spike overnight and developers have no leverage. Multi-provider strategies aren't overcautious anymore; they're essential.
OpenAI's Jalapeño chip is a genuine infrastructure breakthrough — purpose-built for LLMs, developed in nine months, and already showing roughly 50% cost savings over standard AI GPUs. Cheaper inference means lower API costs, which means more builders can afford to create on top of OpenAI's platform. This isn't just a hardware win; it's the moment OpenAI became the backbone of AI.
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