Among many disagreements, I think this #wef24 GenAI panel agreed that to make the world more equal, open source is essentially valuable. Fun discussion with @ylecun @AndrewYNg @aidangomez @DaphneKoller and always witty moderation by @nxthompson
RESEARCH
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Does OpenAI Keep Unguarded GPT-4 Version for Internal Use?
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Random thought. When OpenAI spent 6+ months red teaming GPT-4, and building in guardrails, did they keep a raw version for internal use. Like, do Sam, Greg, Ilya, etc have access to continually test and use the unedited original? @labenz insider podcast got me thinking.
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Is ChatGPT Bad for Our Brain? Impact Analysis
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Is ChatGPT bad for our brain?
— Louis-François Bouchard 🎥🤖 (@Whats_AI) 17 janvier 2024
From a conversation with @KenJee_DS on the What’s AI podcast with me, Louis-François Bouchard. Available on YouTube and all streaming platforms.#ai #artificialintelligence #chatgpt #brain #whatsai #gpt4 #gpt #datascience pic.twitter.com/2Nahb9lou0Is ChatGPT bad for our brain? From a conversation with @KenJee_DS on the What’s AI podcast with me, Louis-François Bouchard. Available on YouTube and all streaming platforms. #ai #artificialintelligence #chatgpt #brain #whatsai #gpt4 #gpt #datascience
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Top 10 Data Analytics and AI Trends Shaping the Future
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Are you #curious about the top 10 trends in data, analytics & AI that will shape the future? From the latest #Innovations to #strategies for staying ahead, we've got you covered TODAY 🙂 See http://
bit.ly/Big2BetterData @qlik And this could not be more timely with -
Deep Learning Surgical Robot Democratizes Expert Medical Tasks
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The approach uses deep learning to remap a surgical task that only experts can do to a task that many people can easily do. Brilliant, and life-changing https://
ll.mit.edu/news/handheld-
surgical-robot-can-help-stem-fatal-blood-loss
… @JeffDean @mustafasuleyman recommended! Thanks @anthonysamir @alan_karthi -

Efficient SMoE: Merging and Compression via Routing Policy
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Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy Li et al.: https://
arxiv.org/abs/2310.01334 #ArtificialIntelligence #DeepLearning #MachineLearning -
Sampling Strategies for AI Text Generation: Temperature, Top-K, Top-P
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New post: Sampling for Text Generation https://
huyenchip.com/2024/01/16/sam
pling.html
… Many challenges (and opportunities) in working with AI today stem from the way models sample their outputs. This post covers: 1. Sampling strategies and variables including temperature, top-k, and top-p.
2. How -

Fine-tuning Aligned Language Models Compromises Safety Study
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Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To! Qi et al.: https://
arxiv.org/abs/2310.03693 #ArtificialIntelligence #DeepLearning #MachineLearning -
Science Fiction Products Mirror Reality: Has Innovation Hit a Threshold?
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products featured in science fiction films, which were once imagined in the past, do not differ greatly in design from real-world products. this could signify that human imagination and progress may have reached a certain threshold.
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Unsupervised Bilingual Word Embeddings Mapping Technique
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yep i mentioned this!! This is my inspiration (specifically unsupervised mapping of bilingual word embeddings)