After reading the @nytimes lawsuit against @OpenAI and @Microsoft
, I find my sympathies more with OpenAI and Microsoft than with the NYT. The suit:
(1) Claims, among other things, that OpenAI and Microsoft used millions of copyrighted NYT articles to train their models
(2)
@andrewyng
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NYT Lawsuit Against OpenAI Microsoft Over Copyright Training Data
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Advanced Retrieval for RAG with Chroma Course
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New short course on advanced retrieval for RAG (retrieval augmented generation)!
— Andrew Ng (@AndrewYNg) 4 janvier 2024
RAG fetches relevant documents to give context to an LLM. In Advanced Retrieval for AI with Chroma, taught by @trychroma founder @atroyn, you’ll learn:
(i) Query expansion using an LLM to rewrite… pic.twitter.com/7MHX4HT09VNew short course on advanced retrieval for RAG (retrieval augmented generation)! RAG fetches relevant documents to give context to an LLM. In Advanced Retrieval for AI with Chroma, taught by @trychroma founder @atroyn
, you’ll learn:
(i) Query expansion using an LLM to rewrite -
AI Experts Share Hopes and Predictions for 2024
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What does 2024 hold for AI? In the latest edition of The Batch, @agermanidis @sarahookr @percyliang @SashaMTL @tamati_biskit and @kevin_scott outline their hopes for AI for this year ahead. Their wide ranging articles explore new AI tools for storytelling, inclusion, AI
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Typewriter Doomers and AI Regulation: Historical Lessons
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I shudder to think what a poorer, less informed world we would live in if the Typewriter Doomers had convinced governments to pass laws to ensure there're only "safe" typewriters. I feel this is similar to what's at stake today in the fight to stop bad laws that stifle AI.
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Setting Learning Goals for 2024: Education and Development
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It is great that you're setting learning goals for 2024 — I hope more people thinking about New Year's resolutions will plan not just for what they want to do, but also what they want to learn!
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AI Doomsday Scenarios Unlikely Senate Forum Discussion
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How likely are AI doomsday scenarios? I spoke at the US Senate AI Insight forum organized by Senators Chuck Schumer (D-NY), Martin Heinrich (D-NM), Mike Rounds (R-SD), and Todd Young (R-IN), and explained why I think they're very unlikely. AI systems aligned with RLHF already
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AI Advances Climate Modeling for Stratospheric Aerosol Injection Research
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Had lunch with a group of distinguished climate scientists to discuss applying AI to climate modeling to advance the science of stratospheric aerosol injection (SAI) for cooling Earth. AI can help figure out if this is actually a good idea (which we do not currently know).
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Hypothetical AI Harms Versus Current Realized Harms Imbalance
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In AI, the ratio of attention on hypothetical, future, forms of harm to actual, current, realized forms of harm seems out of whack. Many of the hypothetical forms of harm, like AI "taking over", are based on highly questionable hypotheses about what technology that does not
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AI advancing climate science through stratospheric aerosol injection research
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I hope AI can make a difference to climate change, by advancing the science underlying the possibility of cooling Earth via stratospheric aerosol injection (SAI). To be clear, I don't think SAI is a good idea. But I also don't think it's a bad idea. We just don't know! We need
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New RLHF Short Course for Large Language Model Alignment
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New short course on Reinforcement Learning from Human Feedback! RLHF is one of the key techniques that led to the rise of modern LLMs. It is used to align LLMs with human preferences, to make them more honest, helpful and harmless, by
— Andrew Ng (@AndrewYNg) 13 décembre 2023
(i) learning a reward function that mimics… pic.twitter.com/hmA5P3owV8New short course on Reinforcement Learning from Human Feedback! RLHF is one of the key techniques that led to the rise of modern LLMs. It is used to align LLMs with human preferences, to make them more honest, helpful and harmless, by (i) learning a reward function that mimics