Nvidia executives said AI data centers are increasingly run as system-wide “AI factories,” where deployed models, networking, storage, processors, and software must work together rather than relying only on individual chips. Nvidia’s Ian Buck cited a 30x improvement in tokens-per-watt with Blackwell, tying commercial output to efficiency instead of just hardware availability. The focus shifts vendor and customer planning toward inference throughput and latency, system-level design, and tokens-per-watt optimization under power limits.
Sony is launching Quick Spectral Super Resolution (QSSR), an AI graphics upscaling technology for the regular PS5. The company says the PS5 will likely deliver closer to an upscaled 1440p resolution because it lacks dedicated machine learning silicon. As a result, QSSR is expected to be slower than PS5 Pro’s PSSR and offer lower upscaling performance on the standard console.
The Sequence Opinion argues that AI compute could be treated like a commodity by using futures-market style contracts. It highlights that an AI company planning a training run three months ahead needs committed capacity before future rental prices are known. It says doing this requires defining exactly what is traded, setting quality measures, and writing contracts that account for risk.
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