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Brian Mehlman's avatar

Thanks for the post. I think the study may miss one sample. Extreme power users that will pivot quickly to long context training. Some of my more challenging cognitive exercises is preparing training material. Maybe I'm ahead of the AI deep use curve. But these systems will be trained by smart educators. Which will challenge both the AI generated content builders and consumers. Ive lived this for 8 months. Month 1-2. Full session isolation. Limited context windows. Month 3-4. Longer context windows. Mix of strict sessions and longer context windows. Shared memory starts to emerge. Next few months. Session walls start to bleed. Unfortunately so did the wonkiness. Fake citations in government. AI execs saying don't trust our systems. Blackmail. Hallucinations. Why now. Well power users are smart. But my crystal ball says as richer deeper and hopefully more ethical AI workflows emerge. AI models will emerge that provide deep cognitive challenge. Because I believe we'll start measuring a learner's cognitive growth against the cognitive strengths of an LLm. LinkedIn/in/bdmehlman

Petar Dimov's avatar

I like the way you balanced the study’s findings with practical advice. It’s a must-read for anyone using AI tools.

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