There is a ton of debate about how good AI might get, but not enough recognition that the research on AI in law, medicine, business etc. finds that GPT-4 class AI is good enough to make a serious difference in work & education In some ways, future capabilities are a distraction
RESEARCH
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Three Sizes of AI Models: Haiku, Sonnet, and Opus Comparison
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Something I have learned from Claude 3 is that I really like my models in three sizes: the fast one (Haiku), the slow but "best" one (Opus) and the hard to define but spectacularly useful one in the middle (Sonnet) Mistral 7B / Mixtral 8x7B / Mixtral 8x22B feels similar to that
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Watson’s Jeopardy Victory Parallels Modern AI Language Models
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5 paras from @JohnMarkoff01
's Feb 16, 2011, NYT story on Watson when it won Jeopardy. Substitute ChatGPT, or similar, for Watson and one of many companies for IBM and it still reads pretty well. -
Why LLMs Are More Persuasive Than Humans Study
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We know that LLMs are more persuasive than most humans, this study offers some tentative reasons why that may be true: LLMs produce arguments that are MORE morallly charged than humans do, and which require more cognitive work from humans to understand https://
arxiv.org/pdf/2404.09329
.pdf
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Few-shot learning enhances fine-tuned model performance
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Never underestimate the power of few-shot on top of fine-tuned models
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Improve Fine-Tuned Models With Few-Shot Data Generation
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High alpha trick to improve your fine-tuned models: Step 1: fine-tune your model on the data you have, do RLHF, whatever you want to do
Step 2: choose some of the best examples you have, and few-shot your model with those examples to generate more
Step 3: train on those! -
U.S. Falls Behind in Global AI Innovation Race
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Thank you for the context. Sorry to see other nations out innovating the U.S. in this domain.
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WizardLM 8x22B Removed from HuggingFace: What Happened?
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The official WizardLM 8x22B was removed from HuggingFace, and the blog post link is 404ing. What is going on?
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Synchron Prepares Major Clinical Trial for Brain Implant
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[#Article] Brain-Machine Interface: Synchron Plans Large-Scale Study for Its Implant https://actuia.com/actualite/interface-cerveau-machine-synchron-envisage-une-etude-a-grande-echelle-pour-son-implant/
… #AI #artificialintelligence -
Livestream: Reka Core/Flash/Edge Paper Review
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[Livestream] Reading Reka Core/Flash/Edge Paper https://t.co/LivgUfS3au
— swyx 🐣 (@swyx) 16 avril 2024[Livestream] Reading Reka Core/Flash/Edge Paper