If trends hold, Mythos-class capability may be running on high-end consumer hardware within ~2 years

Reddit r/LocalLLaMA News

Summary

A prediction that high-end consumer hardware may achieve Mythos-class AI capability within roughly two years, based on current trends.

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Mythos can improve speed of training code 52x (compared to human 4x at 4-8hrs)

Reddit r/singularity

Anthropic's Mythos system achieved a 52x speedup in optimizing training code compared to a human's 4x speedup over 4-8 hours on the same task, with the caveat that absolute multiples depend heavily on starting code quality. The like-for-like comparison shows roughly 3x–52x improvement across models over the past year.