I have increased my estimate of the proliferation risk, which does indirectly increase the risk of fast takeoff, but my constant factor for the danger is still quite low.
AI
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China’s AI Workforce: Global Demand for AI Talent Event
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A Virtual CSET Event: China’s AI Workforce – Demand for AI Talent in a Global Marketplace (Thursday, November 10th at 4 pm EST) https://
oodaloop.com/archive/2022/1
1/09/a-virtual-cset-event-chinas-ai-workforce-demand-for-ai-talent-in-a-global-marketplace-thursday-november-10th-at-4-pm-est/
… via @ooda -

ML Insights on Overfitting Apply Beyond Machine Learning Systems
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Excellent post about applying insights from ML (overfitting control) to a much broader class of systems that optimize against an objective: politics, science, orgs, daily life. Underfitting is underrated.
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AI Dominates TIME’s Best Inventions List for 2022
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0% surprised that @OpenAI Dall-E 2 and @NVIDIA Instant NeRF made it onto the Best Inventions of 2022 list from @TIME
. Artificial intelligence has been its own category on the list since 2020. Expect it to grow. -
MLPerf benchmark requires implementation of mitigations
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MLPerf benchmark needs some of these mitigations https://
x.com/jaschasd/statu
s/1589424193946648576?s=46&t=Yrwu6ciEa83A6HcKopDkNw
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AGI’s Transformative Value: Games, Film, Music, Metaverse
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AGI Games | AGI Film | AGI Music | AGI Verse AGI will likely generate transformative economic value. 1). AGIGames.eth
2). AGIFilm.eth
3). AGIMusic.eth
4). AGIVerse.eth http://
MONTREAL.AI: Winning the #AGI Race #AGIGames #AGIFilm #AGIMusic #AGIVerse #MontrealAI -

Build Train Evaluate GPT Models NVIDIA NeMo Megatron
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Learn how to construct, train, and evaluate a GPT model using NVIDIA NeMo with Megatron on Jupyter Notebooks in a new free, hands-on lab from NVIDIA LaunchPad. Get started: https://
nvda.ws/3tm9ABs -
Amazon Sparrow robotic arm automates warehouse repetitive tasks
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Amazon introduces 'Sparrow' robotic arm that can do repetitive warehouse tasks #RuleoftheRobots
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Designing Human-AI Interfaces for Accessible AI Power
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Help us design the future of human AI interfaces, to bring the power of AIs like GPT-3 to everyone!
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Model Capabilities Emerge with Scale: Sentiment Classification Study
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This is a wonderful study on the emergence of model capabilities with scale. It is remarkable to see sentiment classification working with 1 data point, and fascinating to see the effectiveness of chain of thought prompting growing with scale.