also, it really makes all of us at openai so happy to see people enjoying chatgpt so much, and doing such creative things!
INNOVATION
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ChatGPT Demand Exceeds Expectations, OpenAI Scales Capacity
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there is a lot more demand for ChatGPT than we expected; we are working to add more capacity
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Career Advice from Financial Data Science Innovation Leaders
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Get career advice from top financial innovators like JP Morgan Chase's Dr. Tiffany Perkins-Munn in The Finance & Insurance Data Science Innovator’s Playbook. https://
domino.buzz/3ivoUJD -
Intelligence lies in optimization methods, not goals
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Intelligence is not in the objective function, it’s in how you optimize it.
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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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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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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🔥 but already outdated now you can do it in 5 mins without any hardware for $1 haha https://t.co/FvYFyxV0wk.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— clem 🤗 (@ClementDelangue) 1 décembre 2022but already outdated now you can do it in 5 mins without any hardware for $1 haha https://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! -

Stable Diffusion 2: Foundational Model Powering Next Generation
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Perhaps @StableDiffusion 2 was misnamed. the “2” branding implies it’s same but better, but it’s not – out of the box. it’s a LOT better when you know how to wield it, or finetune it. SD2 is a *foundational* model now, that will power an entire generation of txt2img models.
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Interactive Language Framework Enables Real-Time Language-Conditionable Robots
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Interactive Language is an imitation learning framework for producing real-time, open vocabulary language-conditionable robots. Learn more and check out the newly released and largest available language-annotated robot dataset, called Language-Table → https://t.co/ZdQCeYEFJl pic.twitter.com/5zMyoa9B57
— Google AI (@GoogleAI) 1 décembre 2022Interactive Language is an imitation learning framework for producing real-time, open vocabulary language-conditionable robots. Learn more and check out the newly released and largest available language-annotated robot dataset, called Language-Table → http://
bit.ly/3Umujjt -

AWS EventBridge Pipes Launch: Security, Reliability and Scalability
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It's an #events based ! @Werner #Keynote focus on evolvability & #Integration
See how EventBridge Pipes #product #launch embeds #Security reliability & scalability by #design Plus nice nod to English #football 🙂 #reInvent #partner #innovation @rwang0 #DevOps #AI #data #ML