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← Inference, not training, is now the constraint, and specialized…

8 connected korrents · 7 moments on record from 29 Jun 2023 to 30 Jul 2026.

Same subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subjectSame subject Read this korrent: Inference, not training, is now the constraint, and specialized low-energy hardware will beat general-purpose GPUs and TPUs on latency. Inference, not training, is now theconstraint, and specializedlow-energy hardware will beatgeneral-purpose GPUs and TPUs onlatency. JD Jeff Dean — holds since 2026-07-30 — tap for who they are Same subject: The copyright problem in AI training already has a legal solution nobody is taking: train the models in Japan, where copyright does not apply to training data. — tap to centre the map on it The copyright problem in AItraining already has a legalsolution nobody is taking:train the models in Japan… DP Dylan Patel — holds since 2025-02-03 — tap for who they are Same subject: A government taking a stake in its chipmaker is ordinary infrastructure policy — Taiwan, Japan and Singapore all did it. — tap to centre the map on it A government taking a stake inits chipmaker is ordinaryinfrastructure policy —Taiwan, Japan and Singapore… LT Lip-Bu Tan — holds since 2026-06-18 — tap for who they are Same subject: A homebuilt accelerator forces you to be your own operator; Nvidia systems are designed for anyone to operate, which is why they are in every cloud. — tap to centre the map on it A homebuilt accelerator forcesyou to be your own operator;Nvidia systems are designedfor anyone to operate, which… JH Jensen Huang — holds since 2026-04-15 — tap for who they are Same subject: A semiconductor fab costs what it costs because it is a mass-production factory that has to hold atomic precision around the clock. — tap to centre the map on it A semiconductor fab costs whatit costs because it is amass-production factory thathas to hold atomic precision… BP Brian Potter — holds since 2024-05-03 — tap for who they are Same subject: A semiconductor fab is mostly its tools; the building around them is the cheap part. — tap to centre the map on it A semiconductor fab is mostlyits tools; the building aroundthem is the cheap part. BP Brian Potter — holds since 2024-05-03 — tap for who they are Same subject: AMD's hardware is in many ways better than NVIDIA's and it does not matter, because the software gulf is too large and AMD has never resourced closing it. — tap to centre the map on it AMD's hardware is in many waysbetter than NVIDIA's and itdoes not matter, because thesoftware gulf is too large and… DP Dylan Patel — holds since 2025-02-03 — tap for who they are Same subject: An outside expert's understanding of somebody else's problem is bounded, because they do not have to live with the design after they leave. — tap to centre the map on it An outside expert'sunderstanding of somebodyelse's problem is bounded,because they do not have to… KB Kent Beck — holds since 2026-07-01 — tap for who they are Same subject: Anyone who cannot write a full software stack for NVIDIA's generic GPUs has no chance of writing one for their own, more specialised, AI chip. — tap to centre the map on it Anyone who cannot write a fullsoftware stack for NVIDIA'sgeneric GPUs has no chance ofwriting one for their own… GH George Hotz — holds since 2023-06-29 — tap for who they are
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At the centre Inference, not training, is now the constraint, and specialized low-energy hardware will beat general-purpose GPUs and TPUs on latency. Holds Jeff Dean Read this korrent →