OpenAI's Jalapeno Chip Makes Inference the Main Event
OpenAI and Broadcom's Jalapeño processor is a signal that the next AI fight is not just model quality. It is who can make every token cheaper, faster, and less wasteful.
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Hardware
QuEra's Libra Gives Amazon Braket a Quantum Error Budget
QuEra and AWS put a 2028 date on Libra, a neutral-atom fault-tolerant quantum system for Amazon Braket with hundreds of logical qubits and a one-in-a-million logical error target.
Creative's Katana Soundbar Learned BadUSB
Rasmus Moorats' Sound Blaster Katana V2X research is a clean reminder that a trusted USB peripheral can become a keyboard if its wireless control plane is too trusting.
Local AI Gets a Workbench
Gemma 4 12B is a useful signal for where AI is headed next: not just larger cloud models, but capable multimodal systems running locally on laptop-class hardware.
Fuel Gauges Hit the Internet
CISA and NSA are warning that internet-exposed automatic tank gauges are being targeted. The real lesson is simple: physical infrastructure is now full of small networked consoles that need software-grade hygiene.
Cerebras Is the Anti-GPU Bet Public Markets Were Waiting For
Cerebras is not trying to beat Nvidia by building a slightly better GPU. Its wafer-scale architecture is a direct bet that AI compute needs a different shape.
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