Meta-Transformer: A Unified Framework for Multimodal Learning Zhang et al.: https://
arxiv.org/abs/2307.10802 #ArtificialIntelligence #Transformer #MultimodalLearning
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Meta-Transformer: Unified Framework for Multimodal Learning
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Evaluating Instruction-Following in Language Models via Verbalizer Manipulation
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Instruction-following Evaluation through Verbalizer Manipulation paper page: https://
huggingface.co/papers/2307.10
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… While instruction-tuned models have shown remarkable success in various natural language processing tasks, accurately evaluating their ability to follow instructions remains -
Challenges and Applications of Large Language Models
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Challenges and Applications of Large Language Models Kaddour et al.: https://
arxiv.org/abs/2307.10169 #ArtificialIntelligence #DeepLearning #LargeLanguageModels -
Top AI Tools Published Yesterday You Should Check
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Top AI tools published yesterday, don't forget to check them out!
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AI Creativity Research Verified and Shared
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Glad to see this verified: https://
neurosciencenews.com/ai-creativity-
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Synthetic Text Extrusion Is Not Reasoning: Critical AI Analysis
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Extruding synthetic text is not reasoning. If the extruded text looks like sometning sensible, it is because we have made sense of it. I find it dismaying that even critical journalists like @willknight feel a need to repeat these tropes.
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LLM Reasoning Capabilities and AGI Sparks Discussion
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The assertion that LLMs are "capable of surprisingly sophisticated reasoning" is supported with a link an article @willknight wrote on the "Sparks of AGI" paper + criticism of it. >>
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LLMs as Sophisticated Mimics: Knowledge Limits Explored
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And then he describes LLMs this way: "It may be best to think of them as preternaturally knowledgeable and gifted mimics that, although capable of surprisingly sophisticated reasoning, are deeply flawed and have only a limited “knowledge” of the world." >>
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AI Experts Warn of Uncontrollable Algorithms Within Years
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But, after listing pointers to work on the real harms of so-called "AI", he also adds: "Leading AI experts worry that the pace of progress may produce algorithms that are difficult to control in a matter of years." with a link to coverage of Hinton's AI doomerism media tour. >>
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Bots Misrepresented as Autonomous Intelligent Entities
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For example, @willknight writes "But despite the well-known limitations of such bots, the robots’ replies were reported as if they were the meaningful opinions of autonomous, intelligent entities." >>