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AIBullishImport AI (Jack Clark) ยท Jan 56/105
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Import AI 439: AI kernels; decentralized training; and universal representations

Facebook researchers have published details on KernelEvolve, a software system that uses large language models including GPT, Claude, and Llama to automatically write and optimize computing kernels for hyperscale infrastructure. This represents a significant advancement in using AI to improve fundamental computing infrastructure at major tech companies.

AINeutralImport AI (Jack Clark) ยท Dec 86/106
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Import AI 437: Co-improving AI; RL dreams; AI labels might be annoying

Facebook researchers propose developing 'co-improving AI' systems rather than self-improving AI, suggesting a collaborative approach to AI advancement. The Import AI newsletter also covers reinforcement learning developments and discusses potential user annoyance with AI content labels.