Front page @sdut today on this @UCSDHealth study https://
sandiegouniontribune.com/news/health/st
ory/2023-04-28/can-chatbots-handle-medical-questions-ucsd-study-offers-answers
… by @PaulSisson with perspective by the authors
including: "Not only was it more accurate,,," and that he was shocked at the level of quality of the #ChatGPT responses —
@DaveySmithMD
LLMS
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UCSD Study Shows ChatGPT Excels at Answering Medical Questions
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Deploy Deep Learning and LLMs in Production Today
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Co-opt AI to do your work for you! Put deep learning and LLMs in production today!
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Reinforcement Learning Agents Will Surpass ChatGPT Models
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.AGI.eth Deeds carry more weight than words . . . #MetaLearning & #ReinforcementLearning lay emphasis on actions, while #ChatGPT is confined to predicting the subsequent word. Corollary : #RL will supersede ChatGPT ∴ Henceforth: #AGIAgent > ChatGPT #AGI #MontrealAI
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Stable Low-Precision Training for Vision-Language Models
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10/ Stable and Low-Precision Training for Large-Scale Vision-Language Models – introduces methods for accelerating and stabilizing training of large-scale language vision models.
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ChatGPT Information Extraction Performance Assessment
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8/ ChatGPT for Information Extraction – provides a deeper assessment of ChatGPT's performance on the important information extraction task.
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ChatGPT Outperforms Physicians in Patient Response Quality
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9/ Comparing Physicians vs ChatGPT – investigates if ChatGPT can provide quality responses to patient questions; finds that chatbot responses were preferred over physician responses and rated higher in terms of both quality and empathy.
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Practical Guide to Harnessing LLMs: Applications and Limitations
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5/ Harnessing the Power of LLMs – a comprehensive and practical guide for practitioners working with LLMs; discusses many use cases with practical applications and limitations of LLMs in real-world scenarios.
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AudioGPT Enables Spoken Dialogue Through Audio Modality Integration
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6/ AudioGPT – connects ChatGPT with audio foundational models to handle challenging audio tasks and a modality transformation interface to enable spoken dialogue.
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Top ML Papers Week: AudioGPT, Agents, Transformers, Self-Supervised Learning
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Top ML Papers of the Week (April 24 – 30): – AudioGPT
– Track Anything
– Agents Learn Soccer Skills
– Harnessing the Power of LLMs
– Scaling Transformer to 1M tokens
– A Cookbook of Self-Supervised Learning
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Model Licensing and Copyright Infringement Issues in AI Training
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When they license the model in way that removes those assumptions made during training, then it's infringement. For instance, they can't grant commercial rights to models and its outputs *because* it contains copyrighted and trademarked materials.