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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 #668 for Monday, September 30, 2024's essential reads and reflections

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  1. Scaling Laws and Model Comparison: New Frontiers in Large-Scale Machine Learning
    MarkTechPost · Machine learning Model Machine Learning ·
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  2. Generalizable Error Modeling for Human Data Annotation: Evidence from an Industry-Scale Search Data Annotation Program
    Apple Machine Learning Research ·
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  3. Misty: UI Prototyping Through Interactive Conceptual Blending
    Apple Machine Learning Research ·
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  4. Ovis-1.6: An Open-Source Multimodal Large Language Model (MLLM) Architecture Designed to Structurally Align Visual and Textual Embeddings
    MarkTechPost · Model Large Language Model Embedding ·
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  5. GenAI with Python: Build Agents from Scratch (Complete Tutorial)
    Towards Data Science · Agent GenAI ·
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  6. What’s Inside a Neural Network?
    Towards Data Science · Neural network Neural Network ·
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  7. How to Get Pull Request Data Using GitHub API
    Towards Data Science ·
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  8. MassiveDS: A 1.4 Trillion-Token Datastore Enabling Language Models to Achieve Superior Efficiency and Accuracy in Knowledge-Intensive NLP Applications
    MarkTechPost · Model NLP Accuracy ·
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  9. This AI Paper Introduces a Novel L2 Norm-Based KV Cache Compression Strategy for Large Language Models
    MarkTechPost · AI Model Large Language Model ·
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  10. Hands-On Optimization Using Genetic Algorithms, with Python
    Towards Data Science · Algorithm ·
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  11. Revisiting Weight Decay: Beyond Regularization in Modern Deep Learning
    MarkTechPost · Deep learning Deep Learning ·
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  12. Conservative Algorithms for Zero-Shot Reinforcement Learning on Limited Data
    MarkTechPost · Algorithm Reinforcement Learning ·
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  13. JailbreakBench: An Open Sourced Benchmark for Jailbreaking Large Language Models (LLMs)
    MarkTechPost · Model LLM Large Language Model ·
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  14. This AI Paper from China Introduces a Reward-Robust Reinforcement Learning from Human Feedback RLHF Framework for Enhancing the Stability and Performance of Large Language Models
    MarkTechPost · AI Model Reinforcement Learning Large Language Model ·
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  15. Circuit Breakers for AI: Interrupting Harmful Outputs Through Representation Engineering
    MarkTechPost · AI ·
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  16. Salesforce AI Introduces SFR-Judge: A Family of Three Judge Models of 8-Billion Parameters 8B, 12B, and 70B Size, Built with Meta Llama 3 and Mistral NeMO
    MarkTechPost · AI Model LLaMA Mistral ·
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  17. SELMA: A Novel AI Approach to Enhance Text-to-Image Generation Models Using Auto-Generated Data and Skill-Specific Learning Techniques
    MarkTechPost · AI Model Image Generation ·
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  18. Multi-View and Multi-Scale Alignment (MaMA): Advancing Mammography with Contrastive Learning and Visual-Language Pre-training
    MarkTechPost · Training ·
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  19. Understanding SciPy Library in Python
    Analytics Vidhya ·
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  20. AV Bytes: Meta’s Llama 3.2, Google’s Gemini 1.5, and Innovations in Accessibility This Week
    Analytics Vidhya · Gemini LLaMA ·
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  21. AMD Releases AMD-135M: AMD’s First Small Language Model Series Trained from Scratch on AMD Instinct™ MI250 Accelerators Utilizing 670B Tokens 
    MarkTechPost · Model ·
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  22. TimesFM for Time-Series Forecasting
    Analytics Vidhya ·
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  23. Exploring the Link between Sleep Disorders and Health Indicators
    Towards Data Science ·
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  24. How I Solved LinkedIn Queens Game Using Backtracking
    Towards Data Science ·
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  25. ReliabilityBench: Measuring the Unpredictable Performance of Shaped-Up Large Language Models Across Five Key Domains of Human Cognition
    MarkTechPost · Model Large Language Model ·
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  26. Model Deployment with FastAPI, Azure, and Docker
    Towards Data Science · Model ·
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  27. Exploring the Influence of Code Generation Tools (ChatGPT & GitHub Copilot) on Programming Education
    MarkTechPost · ChatGPT ·
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  28. Evaluating the Efficacy of Machine Learning in Solving Partial Differential Equations: Addressing Weak Baselines and Reporting Biases
    MarkTechPost · Machine learning Machine Learning ·
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  29. Crawl4AI: Open-Source LLM Friendly Web Crawler and Scrapper
    MarkTechPost · LLM ·
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  30. AI and Contract Law: Smart Contracts and Automated Decision-Making
    MarkTechPost · AI ·
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  31. Nine Rules for Running Rust on WASM WASI
    Towards Data Science ·
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  32. Vector Embeddings are Lossy. Here’s What to Do About It.
    Towards Data Science · Embedding ·
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  33. How to Pick the Right LLM for Your Business?
    Analytics Vidhya · LLM ·
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  34. torchao: A PyTorch Native Library that Makes Models Faster and Smaller by Leveraging Low Bit Dtypes, Quantization and Sparsity
    MarkTechPost · Model PyTorch ·
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  35. RxEnvironments.jl: A Reactive Programming Approach to Complex Agent-Environment Simulations in the Julia Language
    MarkTechPost · Agent ·
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  36. Architecture to AWS CloudFormation code using Anthropic’s Claude 3 on Amazon Bedrock
    AWS Machine Learning · Anthropic Claude ·
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  37. Data Science Meets Politics
    Towards Data Science ·
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  38. How Northpower used computer vision with AWS to automate safety inspection risk assessments
    AWS Machine Learning · Computer vision Computer Vision ·
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  39. Depth-First Search — Fundamental Graph Algorithm
    Towards Data Science · Algorithm ·
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  40. AI Agents vs. AI Pipelines: A Practical Guide to Coding Your LLM Application
    Towards Data Science · AI LLM Agent ·
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  41. How to Perform Hyperparameter Tuning in R with Python
    Towards Data Science ·
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  42. 7 Steps to Build an AI Agent with No Code
    Analytics Vidhya · AI Agent ·
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  43. Voyage AI Introduces Voyage-3 and Voyage-3-Lite: A New Generation of Small Embedding Models that Outperforms OpenAI v3 Large by 7.55%
    MarkTechPost · AI Model Embedding OpenAI ·
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  44. Has Europe Gone Too Far? The Delicate Dance of Regulation and Innovation
    KDnuggets ·
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  45. Get an Additional 30% off Courses – Offer Ends in 3 Days!
    KDnuggets ·
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  46. MIT launches new Music Technology and Computation Graduate Program
    MIT News ·
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  47. 5 LLM Tools I Can’t Live Without
    KDnuggets · LLM ·
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  48. How To Improve the Performance of a RAG Model
    KDnuggets · Model ·
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  49. Microsoft Researchers Introduce Advanced Query Categorization System to Enhance Large Language Model Accuracy and Reduce Hallucinations in Specialized Fields
    MarkTechPost · Model Accuracy Large Language Model ·
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  50. Researchers at UC Berkeley Developed DocETL: An Open-Source Low-Code AI System for LLM-Powered Data Processing
    MarkTechPost · AI LLM ·
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  51. Bridging Policy and Practice: Transparency Reporting in Foundation Models
    MarkTechPost · Model Transparency ·
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  52. Leveraging ChatGPT for Enhanced Tourist Decision-Making: Insights from Accessibility-Diagnosticity Theory
    MarkTechPost · ChatGPT ·
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  53. Evolution of Agentic AI Design Patterns in LLM-Based Applications
    Analytics Vidhya · AI LLM ·
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  54. Fallacy Failure Attack: A New AI Method for Exploiting Large Language Models’ Inability to Generate Deceptive Reasoning
    MarkTechPost · AI Model Large Language Model ·
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  55. 5 Days Roadmap to Learn RAG
    Analytics Vidhya ·
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  56. AI and Intellectual Property: Who Owns AI-Generated Creations?
    MarkTechPost · AI ·
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  57. DP-Norm: A Novel AI Algorithm for Highly Privacy-Preserving Decentralized Federated Learning (FL)
    MarkTechPost · AI Algorithm ·
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  58. How to Convert a Single HEX Color Code into a Monochrome Color Palette with Python
    Towards Data Science ·
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  59. My Commute to Work Is More than 4 Hours. Each Way.
    Towards Data Science ·
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  60. Leveraging AI for Multi-Omics Analysis and Precision Medicine in Non-Small-Cell Lung Cancer NSCLC: Opportunities and Challenges
    MarkTechPost · AI Precision ·
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  1. Leveled Approaches to AI for Asset Management Challenges - with Aman Thind of State Street
    The AI in Business · AI ·
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  2. Software Development in the Evolving World of Medical Devices and Applications - with Urvashi Tyagi of ResMed
    The AI in Business ·
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