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与人工智能对话:转变会议学习与数据参与方式.pdf

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1、Conversations With AI:Transforming Conference Learning&Data EngagementBrian PichmanSolving Problems with Technology I am fascinated by how technology can be used to enhance ourselves and society.The goal for me is to introduce technology in an affordable and scalable way.General House KeepingUsually

2、 When Discussing AI:The Many Uses of AIAI Can Be Used Almost EverywhereThere are tools for nearly ever sector,every industry.Data Generation Estimateshttps:/ Project|Brian Pichman8Generative AILensa AppEvolve Project|Brian Pichman9Generative AIProfessional HeadshotsEvolve Project|Brian Pichman11Befo

3、re and After AI ToolsEvolve Project|Brian Pichman12MeetGeekhttps:/ Project|Brian Pichman18BHuman AIAI Content CreationAI Twin,presented by Twin Protocol,What Problem Do I Want to SolveEvolve Project|Brian Pichman21The Problems Great Conferencebut how can I be in more places than once?I dont ever loo

4、k at my notes again and forget half the things I wrote why did I draw a million doodles?I wish I had someone I could discuss this conference with.Evolve Project|Brian Pichman22Imaginehttps:/ Project|Brian Pichman244 Knowledge GraphsEvolve Project|Brian Pichman25Infranodus Knowledge GraphsEquipmentTa

5、scam-DR-40XAnker M650Used Whisper to convert speech to text)offline https:/ Transcriptions Sound Quality Challenge Using devices that have built-in noise cancelation and can be plugged directly into a sound system.Transcription Accuracy Challenge The approach focuses less on“exact”phrases but on ove

6、rall themes.So,while there may be some transcription issues,the vast majority of the data is transcribed accurately(80-90%)It is still essential to spot-check and scan through transcriptions before they are fed into a model for summarization.Building a RAG RAG Retrieval Augmented Generation Think of

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本文主要探讨了人工智能技术在会议学习和数据参与中的应用。作者Brian Pichman强调了技术如何提升自我和社会,并致力于以可负担和可扩展的方式引入技术。文章提到了AI的多种用途,几乎每个部门和行业都有相应的工具。数据生成的估计数据显示,每天生成的数据量巨大。文章还介绍了生成式AI和知识图谱的应用,以及如何构建RAG(检索增强生成)模型。此外,还讨论了硬件和软件要求,以及如何选择合适的AI模型。最后,文章提到了AI模型退化的解决方案,以及如何利用AI助手来提高会议效率。
"AI技术如何提升自我与社会?" "如何实现AI的低成本与规模化应用?" "如何利用AI模型处理与记忆大量文本信息?"
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