AI NEWS: Sam Altman just spoke about the future of AI and GPT-5. Plus, more developments from Apple, Google Gemini, NVIDIA GTC, Mercedes-Benz, and Stability AI. Here's everything going on in AI right now:
RESEARCH
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Complete Time Series Analysis and Forecasting Series with Projects
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Complete Series on #TimeSeries Analysis and #Forecasting (with Implemented Projects): https://
naina0405.substack.com/p/saturday-byt
es-complete-series-time?utm_campaign=post&triedRedirect=true
… compiled by @NainaChaturved8 ————
#PredictiveAnalytics #Statistics #DataViz #MachineLearning #DataScience #DataScientists -
Scaling Trends: Establishing Testing Standards for Next-Gen AI Models
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Also, sets up a good standard for testing when GPT-5, Gemini 2.0, etc. come out. We need to understand scaling trends to see what progress is actually being made, as the benchmarks out there are not very useful.
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Testing GPT-4 Papers Against Gemini 1.5 and Claude 3
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I want to see key GPT-4 papers re-tested with Gemini 1.5 and Claude 3 to see what generalizes across GPT-4 class LLMs. At a minimum, the papers on hallucination rates, Theory of Mind & Chain of Thought; as well as papers on performance on medical, legal & psychological questions
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FourCastNet: First High-Resolution AI Weather Forecasting Model
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Very proud to see the FourCastNet model that I helped build at @nvidia in collaboration with @BerkeleyLab and other universities be highlighted in Jensen's keynote at #GTC24 – FourCastNet was the very first high-resolution #AI model to show competitive performance for weather… pic.twitter.com/SwkFDJSRtB
— Prof. Anima Anandkumar (@AnimaAnandkumar) 19 mars 2024Very proud to see the FourCastNet model that I helped build at @nvidia in collaboration with @BerkeleyLab and other universities be highlighted in Jensen's keynote at #GTC24 – FourCastNet was the very first high-resolution #AI model to show competitive performance for weather
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AI Accuracy Depends on Access to Quality Human Comparisons
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But that doesn’t mean that AI can’t be more accurate than a human. It just depends on what humans you have access to.
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Centaurs and Cyborgs: Human-AI Collaboration Framework
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Write up of our paper: https://
oneusefulthing.org/p/centaurs-and
-cyborgs-on-the-jagged
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AI Quality Threshold Reduces Human Oversight and Error Detection
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Lex is right, Sam was wrong. Our research shows that people don’t really check the work of AIs, once those AIs cross a certain threshold of quality. We found that consultants, for example, “fell asleep at the wheel” and did not look for AI errors. Training didn’t help, either.
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NVIDIA Launches 6G Research Cloud Platform with Industry Partners
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NVIDIA unveiled the 6G Research Cloud platform for cutting-edge wireless technology, with @ANSYS
, @Keysight
, @nokia
, and @Samsung_RA
, including NVIDIA Aerial Omniverse, Digital Twin, Aerial CUDA-Accelerated RAN, and Sionna Neural Radio Framework. https://
nvda.ws/4cmAX3x #GTC24