2023 AAAI Tutorial: Advances in Neuro Symbolic Reasoning, Tuesday Feb 7 by @PauloShakASU https://
labs.engineering.asu.edu/labv2/2023-aaa
i-tutorial-advances-in-neuro-symbolic-reasoning/
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Neuro-Symbolic Reasoning Advances Tutorial at AAAI 2023
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MP3 Files: Clarifying the Term Generated vs Generative
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Calling an MP3 *generative* though, is a bit misleading… Hence "generated".
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REPLUG: Retrieval-Augmented Black-Box Language Models
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REPLUG: Retrieval-Augmented Black-Box Language Models Shi et al.: https://
arxiv.org/abs/2301.12652 #Artificialintelligence #DeepLearning #MachineLearning -
Deepfake Risks: Text, Audio, and Video Concerns
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Can you spell that out? my immediate concerns are mainly around text and audio, though definitely fake video w public figures etc surely has risks.
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Generated vs Generative: Distinguishing Static Output from Interactive Code
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I vote for "Generated Music". It's only "generative music" (active verb) if you ship the generator and it's somehow interactive. Same for art, "Generated Art" vs. "Generative Art". The second implies you ship the code to the user IMHO.
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Historical AI Agreements and Paradigm Shift Debates
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Amazing how many people believe this, even when I have written extensively (even this week!) about agreements going back several years. Eg see here 2017 slide https://
garymarcus.substack.com/p/some-things-
garymarcus-might-say
… and see long essay on 2022 https://
garymarcus.substack.com/p/does-ai-real
ly-need-a-paradigm-shift
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Clarifying AI and ML Investment Domains
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AI is much too broad a term to be able to understand what you mean here. There's lots of investment in ML solutions in certain domains. Could you clarify what kind of AI and what domain?
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Automated Thumbnails and Copyright: Expression Reproduction Issues
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I guess one argument would be that thumbnails generated by an automated process cannot themselves be copyrighted. Further, there's no proof the underlying expression was reproduced by the model.
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Social Media Struggles with AI Scale Management
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social media have no effective way of dealing w likely increase in scale