Intelligence is not in the objective function, it’s in how you optimize it.
AI
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Building and Refining Your World Model Over Time
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Yes, you definitely should have a world model, but you learn/refine it as you go along.
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Blurred Line Between AI Training and Copyright Infringement
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There’ll be a fuzzy & heavily litigated line between training an AI and copyright infringement. Is it a fuzzy interpolated search restating data from Yelp, Quora, Stack Overflow? Or remixing a thousand copyrighted artists, coders, authors? Or is it learning, thinking, creating?
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Actor-Critic Reinforcement Learning as Backpropagation Through Time
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So actor-critic RL is backprop through time.
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Improving Sequential Decision Making by Incorporating Backpropagation Principles
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But this is well below that. Let me put it another way: how can we improve RL by making it more like backprop? (And by RL I mean sequential decision making, not the current set of techniques for doing it.)
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Google Cloud GPU Allocation Issues: Company Struggles to Purchase Resources
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A while ago, I had a ridiculous time trying to get a bunch of GPUs on Google Cloud. Complaining on Twitter got it resolved for me then, but we just went through it again for the Keen corporate account. Something is wrong when it is so hard to get a company to take your money.
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Fighting for Open AI Systems Against Closed Approaches
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Don't lose hope! It's always a pendulum between closed and open and very cool open stuff will follow if we keep fighting for it like you've been doing!
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Reinforcement Learning and Backpropagation: A Dynamic Programming Perspective
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You’re taking it too literally. I’m trying to point to a way to improve RL by recognizing that at a certain level of abstraction it’s doing something similar to backprop (namely, efficiently propagating later results back to earlier choices via dynamic programming).
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LangChain and Weaviate Integration Coming Soon
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LangChain 🤝 Weaviate… coming soon? https://t.co/7GRg8VYpx3
— LangChain (@LangChain) 1 décembre 2022LangChain Weaviate… coming soon?
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ML Evolution: From Hardware-Dependent to Affordable Software Solutions
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🔥 but already outdated now you can do it in 5 mins without any hardware for $1 haha https://t.co/FvYFyxV0wk. ML moves too fast these days!
— clem 🤗 (@ClementDelangue) 1 décembre 2022but already outdated now you can do it in 5 mins without any hardware for $1 haha https://
x.com/multimodalart/
status/1598260506460311557
…. ML moves too fast these days!