Anthropic says AI completed Claude port to AMD GPU in three days
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In investor materials ahead of its IPO, Anthropic says its in-house model Mythos wrote or ported the vast majority of kernels with almost no human intervention, getting Claude running with usable performance for prompt processing on a single AMD MI355X GPU in about three days, whereas comparable work previously took 6 to 12 months. On this basis Anthropic says AI is eroding Nvidia CUDA's advantage. Follow-up reporting notes that the three-day result covers only a specific workload, namely prompt processing for a single model on the MI355X, not a full migration of Claude's training and operations. The figures come from Anthropic's investor materials and have not been independently verified.
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- Hacker News AIAnthropic Says Its AI Model Cut AMD Chip Switch to Three Days
Anthropic told investors ahead of its proposed IPO that its Mythos model wrote or ported nearly all the necessary kernels to get Claude running on AMD MI355X GPUs in about three days with basically no human intervention. The roughly three-day timeline covers bringing up prompt processing for one model at a useful performance level, not a full migration of Claude's training and operations. Anthropic says its architecture spans Nvidia GPUs, AMD GPUs, AWS Trainium and Google TPUs, treated as a shared compute pool.
- The DecoderFeaturedAnthropic says AI is eroding Nvidia's CUDA lead, cutting an AMD chip switch from months to three days
Anthropic claims it ported its Claude model to AMD GPUs in about three days with almost no human intervention, using its own frontier model, Mythos, to write or port nearly 100 percent of the kernels, versus the six to twelve months traditional engineering approaches require. The company says it now trains and runs Claude across four chip families—AWS Trainium, Google TPUs, Nvidia GPUs and AMD GPUs—treated as one interchangeable compute pool, and it cites figures from an investor presentation that have not been independently verified. Anthropic also points to "compute multipliers" and its "Anthropic Direct" data center program, while Nvidia and AMD both hold financial ties to the company.
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