AI Roundup 7-May-2024 – Neural Networks Revolution, ICLR 2024 Highlights & Ethical Debates

TOP AI Trends

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Top voices in AI research such as Jon Barron, Rohan Paul, and Milos Vukadinovic discuss the groundbreaking Kolmogorov-Arnold Networks (KAN) paper, which introduces spline activation functions for approximating nonlinear functions in neural networks.

  • Kolmogorov-Arnold Networks (KAN) offer a promising alternative to traditional MLPs for approximating nonlinear functions.
  • KAN uses learnable spline activation functions defined on grid intervals for more efficient and accurate modeling.
  • The KAN paper highlights the importance of designing activation functions rather than relying on trial and error in machine learning.
  • Visit https://colab.research.google.com/drive/1v3AHz5J3gk-vu4biESubJdOsUheycJNz#scrollTo=lwOJca1fBLtV to explore a Colab notebook explaining the KAN concept in detail.

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Top voices in tech like Weights & Biases, Yann LeCun, and LlamaIndex are participating in upcoming AI conferences and events in San Francisco. Topics include advanced question-answering agents, AI/ML, deep neural networks, and more. Don’t miss out on these groundbreaking insights and opportunities to connect with fellow builders.

  • Tech leaders like Weights & Biases, Yann LeCun, and LlamaIndex are speaking at AI conferences in San Francisco
  • Topics include advanced question-answering agents, AI/ML, and deep neural networks
  • Opportunities to connect with thousands of builders and stay updated on the latest AI trends
  • Save 15% on AIQCon tickets with the code ‘Community’
  • Register for free for SnowflakeDB’s DataCloudDevDay on June 6

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Top researchers like Peyman Milanfar, Jerry Wei, Brihi Joshi, and more are gearing up for the ICLR 2024 conference in Vienna. They will be presenting their latest work on topics like in-context learning, interpretability, and more. Mentoring Chats with senior researchers is also a highlight of the conference.

  • Peyman Milanfar and Mauricio Delbracio to present their work on InDI at ICLR 2024 in Vienna
  • Jerry Wei will be at the GDM booth discussing alignment/safety, hallucinations, and more
  • Brihi Joshi excited for her first non *CL conference, presenting work on Humans x LLMs at ICLR 2024
  • Surbhi Goel highlights Mentoring Chats opportunity at the conference for engaging with senior researchers

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Join top voices Liv Boeree, Evan Kirstel, Marco Palladino, and Google AI in a debate on AI ethics and regulation. Topics include AI safety, regulatory capture, and maximizing democratic potential of AI. Don’t miss out on this insightful discussion!

  • Join Liv Boeree and other experts in a debate on AI ethics and regulation at http://iai.tv/live
  • Jack Clark discusses AI policy challenges and third-party testing on POLITICO Tech
  • Google AI and Jigsaw CEOs talk about AI’s impact on democracy and geopolitics in Dialogues Dispatch
  • Cohere For AI hosts event on ‘Tangible trustworthiness for AI systems’ with Aidan Peppin, Bran Knowles, and Shahar Avin
  • OPUS explores if AI can contribute to climate management in chAI Time Ep. 54

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Catch up on the latest updates from ICLR 2024 conference in Vienna! Top voices like Rose, Sayak Paul, and Lucas Beyer are sharing insights on their presentations and demos. From game-theoretic language generation to computational imaging, there’s a lot to explore at the conference. Don’t miss out on the opportunity to connect with leading researchers and discuss cutting-edge topics in AI and ML. #ICLR2024

  • Top voices like Rose, Sayak Paul, and Lucas Beyer sharing updates from ICLR 2024 conference
  • Exciting presentations on game-theoretic language generation, LM interpretability, and more
  • Opportunity to connect with researchers like Yuyang Hu and Daniel Johnson to discuss computational imaging and model uncertainty
  • Mauricio Delbracio presenting a poster on diffusion models at the conference

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Logility launches cutting-edge generative AI capabilities, Dataiku explores transformative capabilities of Generative AI, and McKinsey delves into the importance of middle managers in unlocking Generative AI. MIT scholars also delve into the social implications of Generative AI.

  • Logility launches generative AI capabilities in its digital platform, as reported by Financial Times
  • Forrester Consulting study highlights transformative capabilities of Generative AI for Dataiku
  • McKinsey emphasizes the role of middle managers in leveraging Generative AI
  • MIT scholars awarded seed grants to investigate social implications of Generative AI

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Discover the latest techniques and enhancements in language models, including multi-token forecasting, iterative refinement techniques, and LayerSkip for faster inference speed. Read more from Multiplatform.AI and other top voices in AI like Knut Jägersberg and Ronald van Loon.

  • Multi-Token Forecasting technique for language model advancement discussed by Multiplatform.AI
  • Octopus v4 presents a graph of language models in a recent publication by Knut Jägersberg
  • Generative AI and the buzz around small language models explored by Ronald van Loon
  • Iterative Refinement Techniques and LayerSkip revolutionizing reasoning proficiency and inference speed in language models

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Experts like Data Science Dojo, Multiplatform.AI, and D-Coder are delving into the potential of Large Language Models (LLMs) in AI. From building chatbots to model assessment, LLMs are shaping the future of AI technology.

  • Experts like Data Science Dojo, Multiplatform.AI, and D-Coder are exploring the capabilities of Large Language Models (LLMs)
  • LLMs are being used for building chatbots, model assessment, and deepening understanding of NLP
  • Inexpensive token generation and agentic workflows are opening up new possibilities for LLM training
  • Emerging risks of LLMs in AI applications will be discussed at the OWASP Top 10 session by Steve Wilson

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Top voices in the AI space like Data Science Dojo, LangChain, and Yana Welinder are showcasing groundbreaking AI innovations. From building AI projects like chatbots to creating AI agents with internet access, the AI landscape is evolving rapidly. Google AI sets a new standard with Chat Bots, transforming digital interaction.

  • AI advancements by top voices like Data Science Dojo, LangChain, and Yana Welinder
  • Innovations include building chatbots, AI agents with internet access, and Google AI revolutionizing digital interaction
  • Stay updated on the latest AI developments and trends in the industry

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Jonas Arleth shares new lesson on animating variables in @Webflow. Slava Borovik introduces a time-saving script for Maya. Troy Kirwin explores @Simulon app for creators. Thomas Vandenberg shares a setup for adding notes in Play Mode in Unity. Zach Mueller experiments with @BigCodeProject’s StarCoder2 Self-Alignment on Llama-3-8B.

  • Jonas Arleth teaches animating variables in @Webflow
  • Slava Borovik introduces time-saving Maya script
  • Troy Kirwin explores @Simulon app for creators
  • Thomas Vandenberg shares Unity tips for adding notes in Play Mode
  • Zach Mueller experiments with @BigCodeProject’s StarCoder2 Self-Alignment on Llama-3-8B

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Stanford AI model predicts patient deterioration in healthcare, ensuring timely interventions and reducing ICU transfers. Learn more at SwissCognitive, AI Venture, Advisory & Research. #ArtificialIntelligence #HealthCare #Tech #AI #ShareForSuccess

  • Stanford AI model predicts patient deterioration in healthcare industry
  • Ensures timely interventions and reduces ICU transfers
  • Learn more at SwissCognitive, AI Venture, Advisory & Research

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Top voices like abhishek and Geronimo have trained and finetuned LLama3 models, with AutoTrain finetuned llama3-70b now ranking in the top on the Open LLM Leaderboard. Models and data are open source, showcasing impressive performance.

  • abhishek and Geronimo showcase top LLama3 models on Open LLM Leaderboard
  • AutoTrain finetuned llama3-70b ranks high without code written for training
  • Impressive performance with peft and no quantization used in the model
  • Model, data, and training parameters fully open source for transparency

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Check out the latest #Midjourney prompts by AIArtist SHANDRA, from Mothers Day stickers to Japanese woodblock prints. Sell your own prompts at AI4Prompts. #aiart #digitalart #generativeart

  • Discover the diverse range of prompts by AIArtist SHANDRA at AI4Prompts
  • From Mothers Day stickers to Japanese woodblock prints, there’s something for every artist
  • Join the AI4Prompts community and showcase your own AI-generated art prompts

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Check out the latest prompts by AIArtist MCLUCAS on AI4Prompts including Jumping Animals, Photo Landscapes, Toddlers Desire Artwork, Clipart Animals With Fruits, and Food Illustration View. Sell your own prompts on AI4Prompts now!

  • Explore diverse DALLE prompts by AIArtist MCLUCAS on AI4Prompts platform
  • Sell your own AI prompts on AI4Prompts to showcase your creativity
  • Engage in AI art, digital art, generative art, and more with AI4Prompts
  • Follow Ai4Prompts for more trending AI art content and prompts
  • Visit AI4Prompts website for more details and to view the prompts

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The debate between RAG vs Long Context models intensifies as new research shows that long-context LLMs can effectively fit thousands of training examples, leading to improved accuracy and lower errors. The paradigm shift in in-context learning behavior is explored in-depth, revealing surprising findings.

  • In-depth exploration of long-context learning models in AI
  • Long-context LLMs can now use thousands of training examples effectively
  • Improvement in accuracy and reduction in errors with long-context ICL paradigm
  • Impactful research on behavior shift in in-context learning

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Machine Learning FLX offers a variety of Google Cloud Big Data and Machine Learning courses, including Applying Machine Learning to your Data, Fundamentals Course, Managing Machine Learning Projects, and Hands-on Foundations for Data Science. Enhance your skills with these courses today! #machinelearning #deeplearning #datascience #DataAnalytics #elearning #AI #learning

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Top voices like Karen X. Cheng and Don Allen Stevenson III showcase their creativity using mobile apps like CapCut and Simulon, along with open source tools for video editing. Collaborations and highlights in VFX and editing are being shared on social media platforms.

  • Top creators are using mobile apps like CapCut and Simulon for video editing
  • Innovative VFX and editing techniques are being showcased on social media
  • Collaborations and highlights in editing are gaining attention from followers

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Multiplatform.AI shares latest advancements in AI technology with collaborations between BigSpring, Digital Realty, T3 Sixty, Caylent, and EverTrue to drive innovation in sales enablement, real estate, and donor engagement.

  • Reps AI by BigSpring offers advanced sales enablement solutions globally
  • Digital Realty and Oracle deepen collaboration for next-gen cloud native and AI enterprise
  • T3 Sixty unveils 2024 Tech 200 beacon of AI advancement in real estate
  • Caylent fortifies collaboration with AWS for next-gen AI solutions
  • EverTrue launches Signal Platform transforming donor engagement with AI

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Top voices in AI community, including Jon Barron and Yann LeCun, clarify the use of backprop in the ICML 2012 ‘cat detector’ work and the role of DistBelief in the development of TensorFlow. Jeff Dean highlights the importance of distributed training systems.

  • Top AI experts clarify the use of backprop in early DistBelief work
  • DistBelief served as a precursor to TensorFlow, according to Delip Rao
  • Jeff Dean emphasizes the significance of distributed training systems

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Join 15k+ ML builders to the Real-World ML Newsletter by Pau Labarta Bajo and learn to build real-world ML products. Every Saturday you will get an email with hands-on content to build real-world ML apps. Subscribe now at https://paulabartabajo.substack.com

  • 15k+ ML builders invited to Real-World ML Newsletter by Pau Labarta Bajo
  • Hands-on content to build real-world ML apps every Saturday
  • Subscribe at https://paulabartabajo.substack.com

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Dreaming Tulpa offers a free, once-weekly e-mail round-up of the latest AI art news, interviews with artists, and useful tools & resources. Join 3500+ subscribers at https://aiartweekly.com

  • If you love AI art, don’t miss Dreaming Tulpa’s #aiartweekly newsletter
  • Stay updated with the latest AI art news and interviews with artists
  • Join 3500+ subscribers for free at https://aiartweekly.com

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Top voices in AI Papers and Machine Learning are unveiling groundbreaking research in Federated Learning. From Mutual Information to Gradient-Congruity, these innovative approaches are reshaping the future of data collaboration.

  • Cutting-edge research in Federated Learning from top voices in AI Papers and Machine Learning
  • Exploring Mutual Information, TabNet, and Gradient-Congruity for revolutionary advancements
  • Reshaping data collaboration with innovative techniques and benchmarking studies

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Multiplatform.AI leads the new wave of tPaaS solutions integrating iPaaS, strategic vision, and AI innovations. Inthority’s email-based tracking solution transforms professional workflows. Tariffy revolutionizes international trade compliance with AI solutions. American Express strategizes AI integration for transaction validation and sentiment analysis. #AI #AIintegration #artificialintelligence #business #technology #revolution #professionalworkflow #internationaltrade #compliance #innovation #MultiplatformAI #Inthority #Tariffy #AmericanExpress

  • Multiplatform.AI introduces tPaaS solutions integrating iPaaS, strategic vision, and AI innovations.
  • Inthority’s email-based tracking solution revolutionizes professional workflows.
  • Tariffy transforms international trade compliance with AI solutions.
  • American Express strategizes AI integration for transaction validation and sentiment analysis.

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Top voices in AI like Multiplatform.AI, MONTREAL.AI, and Dr. Tristan Behrens are leading the way in unlocking the potential of LLMs. From the LlamaIndex Initiative to self-improvement strategies, the advancements in knowledge graphs and practical applications are reshaping the landscape.

  • Multiplatform.AI unveils the LlamaIndex Initiative for LLM potential
  • MONTREAL.AI explores self-improvement of LLMs through imagination and criticism
  • Dr. Tristan Behrens highlights knowledge graphs for boosting LLM applications
  • Ronald van Loon shares 3 ways to train LLMs for Big Data and AI
  • Machine Learning FLX offers a practical course on LLMs for data scientists

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