See my ICLR-2014 invited talk on symmetry-based learning:
@pmddomingos
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Poor Generalization in AI: Exploiting Symmetries as Solution
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The #1 problem in AI is poor generalization, and the #1 solution is exploiting symmetries.
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Amazon Hires Top AI Researcher Pieter Abbeel for Leadership
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Unlike Meta, Microsoft or Apple, Amazon now has one of the best AI researchers in the world leading its AI efforts. Great move – and godspeed, @pabbeel
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Enshittification Beyond Tech: Media Science and Industry Decay
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Hey @doctorow
, enshittification is a serious problem, but don’t just blame the tech companies for it. E.g., spam in all its forms is not their fault, legacy media have self-enshittified, science has been thoroughly enshittified by bean counting, etc. -
Tensor Logic Probability Models GPU Implementation Advances
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Nice work. Couple questions:
1. Tensor logic already incorporates probability and graphical models (Section 4.4. of paper). Is your goal to support nonstandard uncertainty calculi?
2. Efficient GPU implementation via tensor factorizations is part of tensor logic’s design (Section -
European AI Model Sustainability Challenges Debate
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“Just let America be America and Europe be Europe”, say Europeans, not realizing that their model is unsustainable.
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AI Making Pop Music Less Robotic and More Creative
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Ironically, the effect of AI on pop music will be to make it less robotic.
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Universe lacks compute to brute-force artificial intelligence
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I hate to break it to you, @sama
, but there’s not enough compute in the universe to brute-force AI. -
AI Automation Impact on Living Standards and Economic Inequality
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You mean your plummeting living standards.
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OpenAI’s progression from text to reasoning to fake economy
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You’ve got to hand it to OpenAI. In just a few years they’ve gone from fake text to fake reasoning to a whole fake economy.