Everyone is talking about DeepSeek's impact on industry. But another huge impact is the leveling of playing field between academia and industry: if these efficiency numbers bear out, then academia can both use LLMs and study/research them at scale!
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Incidentally, the front-lines of AI research seem to be moving back more towards fresh ideas than brute-force scale, which is favourable to academia as long as we can prototype the ideas with moderate computational resources.
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