For the record, I think AI can help us develop many of these skills, and that more on-the-job skills will need to be taught in formal education. Those efforts will need to be deliberate. But corporate training programs are about
to become much more important to company success.
@emollick
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Corporate Training Programs Critical for AI-Driven Workforce Success
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AI Music and Video Generation Advances Faster Than Expected
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I am surprised at how quickly both AI music and video generation is improving. I thought we would have a lot of progress this year, but I am seeing things that suggest we are much further along the curve than I expected (Though not as good as the best human artists, that is hype)
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Companies Adopting LLMs as Documentation for Software Tools
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I am waiting for the first companies to seriously adopt LLMs-as-documentation. Especially for software tools, they can get you remarkably far. https://t.co/EgBmm3bQvZ
— Ethan Mollick (@emollick) 8 avril 2024I am waiting for the first companies to seriously adopt LLMs-as-documentation. Especially for software tools, they can get you remarkably far.
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LLMs Can Solve More Problems Than People Realize
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It doesn’t mean that LLMs can solve every problem, by the way. But they can do a lot more than people think.
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AI Struggles with Word Games Due to Tokenization Limitations
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AI is very bad at word games. Tokens get in the way.
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Baseline Skills and General Human Capital Critical for AI Era
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Nope. Baseline skills/ General human capital is very important
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Hardware Design Evolution: From Apple Minimalism to Complex Control Interfaces
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It would be interesting if the cutting-edge hardware design language shifts from Apple minimalism to Teenage Engineering with lots of mysterious dials and buttons.
— Ethan Mollick (@emollick) 7 avril 2024
Let’s go all the way. This is the reactor control room from the 1958 nuclear ship Savannah. More like that. https://t.co/17MCLqIHrh pic.twitter.com/wX3eAsCEGnIt would be interesting if the cutting-edge hardware design language shifts from Apple minimalism to Teenage Engineering with lots of mysterious dials and buttons. Let’s go all the way. This is the reactor control room from the 1958 nuclear ship Savannah. More like that.
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Custom GPTs for Academic Paper Analysis on Twitter
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My GPTs for people reading academic papers on Twitter:
Why is this important? https://
chat.openai.com/g/g-jcGK9yHuC-
but-why-is-it-important
…
Is it causal? Explains whether a paper makes a causal claim: https://
chat.openai.com/g/g-GGnYfbTin-
correlation-isn-t-causation-a-causal-explainer
…
I’ll look that up for you: show it a screenshot, it finds the source: https://
chat.openai.com/g/g-HThV0Y8e2-
fine-i-ll-look-that-up-for-you
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Visualization Techniques Enhance LLM Problem-Solving Performance
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It is weird how effective it is to apply human-inspired approaches to problem solving to help LLMs “think” better. Here, asking the AI to visualize each step in a navigation problem by drawing diagrams helps greatly improve performance on the problem.
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Multiple LLM Agents Debate to Improve AI Performance
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You could improve AI performance through all sorts of clever techniques… or you could just have more LLM agents try to solve the problem and debate amongst themselves as to which is the right answer. It turns out that adding more agents seems to help all AIs with most problems.