Jalapeño is OpenAI's in-house AI accelerator chip, built with model-generated kernels to rival Nvidia GPUs in power efficiency.
Domenec Forte of the University of Florida says AI chip-design agents can spread an infringed patent across thousands of chips before anyone notices. Teams piloting these tools take on that risk at production volume, while the law on who answers for an agent's accidental copy is unsettled.
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Nvidia is paying about $12.9 billion for Hugging Face after OpenAI offered $100 million to make the open-model hub an outlet for its own chips. Hugging Face's CEO says he approached Nvidia himself, so the case that Nvidia bought it to block OpenAI's chips rests on timing.
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Custom silicon made up 73% of the $16.7bn AI quarter. Hock Tan says that line doubles twice by fiscal 2028. He has already secured wafers and memory through 2028 to serve promises only six buyers have made.
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JoyIn, a 20-person robotics team in Suzhou with Ant Group backing, says OpenAI distilled its research framing and copied its launch page. The startup is going to court over the two assets any rival could rebuild.
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Sarah Friar told Goldman Sachs' technology conference that a pricier model can be cheaper when it needs fewer tries, a claim Artificial Analysis puts at an eleven-to-one price spread against seven index points running the other way.
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The gate on recursive self-improvement is how long one loop takes, and experiments, training runs and new chips all take real time. That makes capability curves fast but bounded, which changes what you sequence first.
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