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Artificial Intelligence

Dive into the world of AI with expert insights on machine learning, automation, and emerging technologies. Discover how AI is shaping industries and transforming businesses.

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Dive back into Artificial Intelligence Edition #688 for Monday, October 28, 2024's essential reads and reflections

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  1. Meta AI Silently Releases NotebookLlama: An Open Version of Google’s NotebookLM
    MarkTechPost · AI Meta AI ·
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  2. Smart Audit System Empowered by LLM
    Apple Machine Learning Research · LLM ·
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  3. Promoting Cross-Modal Representations to Improve Multimodal Foundation Models for Physiological Signals
    Apple Machine Learning Research · Model ·
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  4. Meet mcdse-2b-v1: A New Performant, Scalable and Efficient Multilingual Document Retrieval Model
    MarkTechPost · Model ·
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  5. SPARE: Training-Free Representation Engineering for Managing Knowledge Conflicts in Large Language Models
    MarkTechPost · Model Training Large Language Model ·
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  6. How to Negotiate Your Salary as a Data Scientist
    Towards Data Science ·
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  7. The AI Productivity Paradox: Why Aren’t More Workers Using ChatGPT?
    Towards Data Science · AI ChatGPT ·
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  8. M-RewardBench: A Multilingual Approach to Reward Model Evaluation, Analyzing Accuracy Across High and Low-Resource Languages with Practical Results
    MarkTechPost · Model Accuracy ·
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  9. Voice and Staff Separation in Symbolic Piano Music with GNNs
    Towards Data Science ·
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  10. SAM2Long: A Training-Free Enhancement to SAM 2 for Long-Term Video Segmentation
    MarkTechPost · Training ·
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  11. Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of Large Language Model (LLM) Generated Ideas
    MarkTechPost · Model LLM Large Language Model ·
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  12. Top 25 Programming Languages and Their Uses
    MarkTechPost ·
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  13. OpenAI Stabilizing Continuous-Time Generative Models: How TrigFlow’s Innovative Framework Narrowed the Gap with Leading Diffusion Models Using Just Two Sampling Steps
    MarkTechPost · Model OpenAI ·
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  14. Building a Virtual Try-On Chatbot on WhatsApp with Flask, Twilio, and Gradio API
    Analytics Vidhya · Chatbot ·
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  15. MiniCTX: Advancing Context-Dependent Theorem Proving in Large Language Models
    MarkTechPost · Model Large Language Model ·
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  16. MathGAP: An Evaluation Benchmark for LLMs’ Mathematical Reasoning Using Controlled Proof Depth, Width, and Complexity for Out-of-Distribution Tasks
    MarkTechPost · LLM ·
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  17. Meet Hawkish 8B: A New Financial Domain Model that can Pass CFA Level 1 and Outperform Meta Llama-3.1-8B-Instruct in Math & Finance Benchmarks
    MarkTechPost · Model LLaMA ·
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  18. Cohere for AI Releases Aya Expanse (8B & 32B): A State-of-the-Art Multilingual Family of Models to Bridge the Language Gap in AI
    MarkTechPost · AI Model Cohere ·
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  19. This AI Paper from Amazon and Michigan State University Introduces a Novel AI Approach to Improving Long-Term Coherence in Language Models
    MarkTechPost · AI Model ·
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  20. Gen-AI Safety Landscape: A Guide to the Mitigation Stack for Text-to-Image Models
    Towards Data Science · AI Model AI Safety ·
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  21. Oversampling and Undersampling, Explained: A Visual Guide with Mini 2D Dataset
    Towards Data Science ·
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  22. Mechanistic Unlearning: A New AI Method that Uses Mechanistic Interpretability to Localize and Edit Specific Model Components Associated with Factual Recall Mechanisms
    MarkTechPost · AI Model Recall ·
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  23. Google Researchers Introduce UNBOUNDED: An Interactive Generative Infinite Game based on Generative AI Models
    MarkTechPost · AI Model Generative AI ·
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  24. MIRAGE-Bench: An Automatic Multilingual Benchmark for Retrieval-Augmented Generation Systems
    MarkTechPost ·
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  25. Meta AI Researchers Introduce Token-Level Detective Reward Model (TLDR) to Provide Fine-Grained Annotations for Large Vision Language Models
    MarkTechPost · AI Model Meta AI ·
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  26. WorFBench: A Benchmark for Evaluating Complex Workflow Generation in Large Language Model Agents
    MarkTechPost · Model Agent Large Language Model ·
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  27. Building an Earnings Report Agent with Swarm Framework
    Analytics Vidhya · Agent ·
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  28. Zhipu AI Releases GLM-4-Voice: A New Open-Source End-to-End Speech Large Language Model
    MarkTechPost · AI Model Large Language Model ·
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  29. Meet Git Stash: Your Secret Chest of Unfinished Code
    Towards Data Science ·
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  30. Awesome Plotly with Code Series (Part 2): Colouring Bar Charts
    Towards Data Science ·
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  31. Discover What Every Neuron in the Llama Model Does
    Towards Data Science · Model LLaMA ·
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  32. Transforming Data Quality: Automating SQL Testing for Faster, Smarter Analytics
    Towards Data Science ·
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  33. IBM Developers Release Bee Agent Framework: An Open-Source AI Framework for Building, Deploying, and Serving Powerful Agentic Workflows at Scale
    MarkTechPost · AI Agent ·
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  34. CMU Researchers Propose API-Based Web Agents: A Novel AI Approach to Web Agents by Enabling them to Use APIs in Addition to Traditional Web-Browsing Techniques
    MarkTechPost · AI Agent ·
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  35. Can LLMs Follow Instructions Reliably? A Look at Uncertainty Estimation Challenges
    MarkTechPost · LLM ·
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  36. FedPart: A New AI Technique for Enhancing Federated Learning Efficiency through Partial Network Updates and Layer Selection Strategies
    MarkTechPost · AI ·
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  37. C Programming Using Claude’s New Computer Use Model
    Towards Data Science · Model Claude ·
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  38. Neural Networks for Flexible Multivariate Forecasting
    Towards Data Science · Neural network Neural Network ·
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  39. The Curse of Conway and the Data Space
    Towards Data Science ·
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  40. How Planview built a scalable AI Assistant for portfolio and project management using Amazon Bedrock
    AWS Machine Learning · AI ·
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  41. 10 Essential Python Libraries for Data Science in 2024
    KDnuggets ·
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  42. Salesforce AI Research Introduces a Novel Evaluation Framework for Retrieval-Augmented Generation (RAG) Systems based on Sub-Question Coverage
    MarkTechPost · AI ·
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  43. AI Agent Workflows: A Complete Guide on Whether to Build With LangGraph or LangChain
    Towards Data Science · AI Agent LangChain ·
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  44. Building Interactive Data Science Applications with Python
    KDnuggets ·
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  45. Techniques for Chat Data Analytics with Python
    Towards Data Science ·
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  46. Multilayer Perceptron, Explained: A Visual Guide with Mini 2D Dataset
    Towards Data Science ·
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  47. This AI Paper from Meta AI Unveils Dualformer: Controllable Fast and Slow Thinking with Randomized Reasoning Traces, Revolutionizing AI Decision-Making
    MarkTechPost · AI Meta AI ·
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  48. OpenAI embeddings and clustering for survey analysis — a How-To Guide
    Towards Data Science · Embedding OpenAI ·
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  49. 20 GitHub Repositories to Master Natural Language Processing (NLP)
    MarkTechPost · NLP ·
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  50. Can AI Agents Transform Information Retrieval? This AI Paper Unveils Agentic Information Retrieval for Smarter, Multi-Step Interactions
    MarkTechPost · AI Agent ·
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  51. Claude’s Computer Use — Intuitively and Exhaustively Explained
    Towards Data Science · Claude ·
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  52. Kids are learning how to make their own little language models
    MIT Technology Review · Model ·
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  53. Decoding Similarity: A Framework for Analyzing Neural and Model Representations
    MarkTechPost · Model ·
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  54. LongPiBench: A Comprehensive Benchmark that Explores How Even the Top Large Language Models have Relative Positional Biases
    MarkTechPost · Model Large Language Model ·
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  55. Anthropic Adds New Analysis Tool in Claude that can Write and Run Code to Perform Calculations and Analyze Data from CSVs
    MarkTechPost · Anthropic Claude ·
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  56. Service Looking to hire a Fractional Website Manager? Book a call today to explore how we can elevate your website's success!
    alinmat.com
  57. Product Upload your images or PDFs and extract text seamlessly
    3DOCR
  58. Product Brutally honest tools that tell founders the truth about their startup that no one else will
    Sink/Ship
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Watch

  1. Meta AI Silently Releases NotebookLlama: An Open Version of Google's NotebookLM
    MarkTechPost · AI Meta AI ·
    Share
  2. Meet Hawkish 8B: A New Financial Domain Model that can Pass CFA Level 1
    MarkTechPost · Model ·
    Share
  3. Cohere for AI Releases Aya Expanse (8B & 32B): Multilingual Models to Bridge the Language Gap in AI
    MarkTechPost · AI Model Cohere ·
    Share
  4. Bee Agent Framework for Building, Deploying, and Serving Powerful Agentic Workflows
    MarkTechPost · Agent ·
    Share
  5. CMU Researchers Propose New Web AI Agents that Use APIs Instead of Traditionally Browsers
    MarkTechPost · AI Agent ·
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  6. Salesforce AI Introduces a Novel Evaluation Framework for RAG Systems based on Sub-Question Coverage
    MarkTechPost · AI ·
    Share
  7. Anthropic Adds New Analysis Tool in Claude: Write & Run Code to Perform Calculations & Analyze Data
    MarkTechPost · Anthropic Claude ·
    Share
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Listen

  1. Phillip Maggs maps the future of design + 20 lessons from our first 20 episodes
    Design of AI ·
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  2. EP82: Crazy Computer Use, Anthopic's Sonnet 3.5 (New) & the xAI Surprise
    This Day in AI · xAI ·
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