5. Summarize and simplify things on-the-fly! Input: Write a summary of the history of Rome suitable for a 10 year old. Unlike ChatGPT, it also has citations for the generated response.
RESEARCH
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Hard Work Success Looks Effortless When Results Emerge
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The funny thing about hard work is that its results, when successful, look easy.
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Cerebras Advances in AI Hardware and Fluid Dynamics Computing
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More great stuff from Cerebras // @cerebras // #AI #semiconductors #HPC #fluiddynamics #physics
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AI Hallucination Issues in Language Models
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Pretty good, although that had pre-existing context that I was asking about Stratechery. A fresh query inserted some stuff that I didn't say (i.e. the last paragraph is hallucinated)
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Meta Struggles to Keep Pace in Competitive AI Race
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Meta, Long an #AI Leader, Tries Not to Be Left Out of the Boom
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CS-2 Machine Achieves 100x Faster AI Performance Than Frontier
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"The main takeaway is that this implementation on a CS-2 machine is several 100x faster than what even Frontier and other HPC facilities could do,” Dirk Van Essendelft @NETL_DOE tells @agamsh @HPCwire
. “It’s like unobtainium in the HPC world right now.” -
Efficient Deep Learning Algorithms Part 4 Series
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Part 4 in the series is out, by Sanjiv Kumar (on behalf of many!), covering a few different aspects of algorithms for efficient deep learning.
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Efficient Private Mean Estimation Research Presented at Georgia Tech
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Thanks so much to @PVanHentenryck for hosting me at @GeorgiaTech
's @Ai4Opt
, one of their three @AIINSTITUTES
. I gave a talk on efficient private mean estimation, a #STOC2022 paper with @Samuel_BKH @mahbodm_
, check out the recording: https://
youtube.com/watch?v=gXmijL
3o8SI
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Deep Learning Models: Improving Robustness and Efficiency Through Algorithms Research
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As #DeepLearning models become more widely used, it is increasingly important that they be both robust and efficient. Today we summarize some of our many efforts to improve #ML efficiency through algorithms research. → https://
goo.gle/3I6asCj