This week has been flying by — thanks to everyone who has stopped by the booth to chat or check out our demos at #NeurIPS2022!
RESEARCH
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DeepMind Reduces Math Reasoning Errors Using Process-Based Supervision
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DeepMind Studies Process- vs Outcome-based Model Supervision, Significantly Reducing Reasoning Errors on Math Word Problems https://
syncedreview.com/2022/11/30/dee
pmind-studies-process-vs-outcome-based-model-supervision-significantly-reducing-reasoning-errors-on-math-word-problems/
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ChatGPT reduces hallucinations, avoids false-assumption pitfalls
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To be fair, they don’t claim to have solved hallucination fully, and explain why in the announcement. But it’s clearly better, and doesn’t seem to fall for these false-assumption questions that trick GPT-3. https://
openai.com/blog/chatgpt/ -
Google Phenaki: Text-to-Video Generation Breakthrough Presentation
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Today at 3:30 pm @RubenEVillegas and @piekindermans will be at the Google booth to describe how the Phenaki model overcomes the challenges of text-to-video generation to synthesize realistic videos from text prompts. More at: https://t.co/B2OdMk8l2S pic.twitter.com/f0KohBFnbF
— Google AI (@GoogleAI) 30 novembre 2022Today at 3:30 pm @RubenEVillegas and @piekindermans will be at the Google booth to describe how the Phenaki model overcomes the challenges of text-to-video generation to synthesize realistic videos from text prompts. More at: https://
phenaki.research.google -
Health Monitoring for Large-Scale AI URL Datasets
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We should have a health page with updated indicators for urls datasets like LAION or COYO 83% █ █ █ █ █ █ □ □ Self destructing datasets!
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Meta AI’s CICERO Masters Diplomacy Game at Human Level
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Meta AI’s CICERO is the first AI to play Diplomacy at a human level. This intricate strategy game is about people rather than pieces since to win, players must build trust, cooperate and negotiate with others. Learn more about #CICERObyMetaAI's gameplay
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ChatGPT defeats Hofstadter/Bender hallucination questions
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OpenAI’s new ChatGPT appears to defeat Hofstadter/Bender’s list of hallucination-inducing questions, published in The Economist this June to demonstrate the “hollowness” of GPT-3’s understanding of the world: https://
economist.com/by-invitation/
2022/06/09/artificial-neural-networks-today-are-not-conscious-according-to-douglas-hofstadter
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Cloud Infrastructure Challenges for Large-Scale AI Model Development
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“Many companies would like to be able to quickly research and develop these large-scale models, but the infrastructure that exists in traditional cloud just doesn't make this kind of large-scale R&D easy," says Andy Hock. Read more in Tiernan Ray's article
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INT8 Transformers Accelerate Inference at NeurIPS Workshop
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Join us at @NeurIPSConf 2nd Workshop on #Efficient Natural Language and Speech Processing (ENLSP) this Fri, Dec. 2, to gather with academia/industry members and present our poster – #INT8 Transformers for #Inference #Acceleration. Read our full paper: https://
bit.ly/3XWG17I -
AI Assistants Evolution: From Conversation to Knowledge Discovery
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soon you will be able to have helpful assistants that talk to you, answer questions, and give advice. later you can have something that goes off and does tasks for you. eventually you can have something that goes off and discovers new knowledge for you.