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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.

Past Edition

Dive back into Artificial Intelligence Edition #663 for Monday, September 23, 2024's essential reads and reflections

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  1. Advanced Privacy-Preserving Federated Learning (APPFL): An AI Framework to Address Data Heterogeneity, Computational Disparities, and Security Challenges in Decentralized Machine Learning
    MarkTechPost · Machine learning AI Machine Learning ·
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  2. Google AI Introduces the Open Buildings 2.5D Temporal Dataset that Tracks Building Changes Across the Global South
    MarkTechPost · AI ·
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  3. This Research Paper Discusses Space-Efficient Algorithms for Integer Programming with Few Constraints
    MarkTechPost · Algorithm ·
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  4. Exploring Input Space Mode Connectivity: Insights into Adversarial Detection and Deep Neural Network Interpretability
    MarkTechPost · Neural network Neural Network ·
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  5. HARP (Human-Assisted Regrouping with Permutation Invariant Critic): A Multi-Agent Reinforcement Learning Framework for Improving Dynamic Grouping and Performance with Minimal Human Intervention
    MarkTechPost · Agent Multi-agent Reinforcement Learning ·
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  6. Data Empowers Business
    Towards Data Science ·
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  7. ➡️ Start Asking Your Data “Why?” - A Gentle Intro To Causality
    Towards Data Science ·
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  8. How I Deal with Hallucinations at an AI Startup
    Towards Data Science · AI ·
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  9. MathPrompt: A Novel AI Method for Evading AI Safety Mechanisms through Mathematical Encoding
    MarkTechPost · AI AI Safety ·
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  10. Michelangelo: An Artificial Intelligence Framework for Evaluating Long-Context Reasoning in Large Language Models Beyond Simple Retrieval Tasks
    MarkTechPost · Artificial intelligence Model Artificial Intelligence Large Language Model ·
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  11. Hands-On Numerical Derivative with Python, from Zero to Hero
    Towards Data Science ·
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  12. CORE-Bench: A Benchmark Consisting of 270 Tasks based on 90 Scientific Papers Across Computer Science, Social Science, and Medicine with Python or R Codebases
    MarkTechPost ·
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  13. HERL (Homomorphic Encryption Reinforcement Learning): A Reinforcement Learning-based Approach that Uses Q-Learning to Dynamically Optimize Encryption Parameters
    MarkTechPost · Reinforcement Learning ·
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  14. Chain-of-Thought (CoT) Prompting: A Comprehensive Analysis Reveals Limited Effectiveness Beyond Math and Symbolic Reasoning
    MarkTechPost ·
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  15. RAG, AI Agents, and Agentic RAG: An In-Depth Review and Comparative Analysis of Intelligent AI Systems
    MarkTechPost · AI Agent ·
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  16. Gated Slot Attention: Advancing Linear Attention Models for Efficient and Effective Language Processing
    MarkTechPost · Model ·
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  17. Mastering Gender Detection with OpenCV and Roboflow in Python
    Analytics Vidhya ·
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  18. ByteDance Researchers Release InfiMM-WebMath-40: An Open Multimodal Dataset Designed for Complex Mathematical Reasoning
    MarkTechPost ·
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  19. Google AI Researchers Introduce a New Whale Bioacoustics Model that can Identify Eight Distinct Species, Including Multiple Calls for Two of Those Species
    MarkTechPost · AI Model ·
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  20. Advancing Membrane Science: The Role of Machine Learning in Optimization and Innovation
    MarkTechPost · Machine learning Machine Learning ·
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  21. AV Byte: OpenAI’s o1 Models, Apple’s Visual AI and More
    Analytics Vidhya · AI Model OpenAI ·
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  22. Microsoft Releases GRIN MoE: A Gradient-Informed Mixture of Experts MoE Model for Efficient and Scalable Deep Learning
    MarkTechPost · Deep learning Model Deep Learning ·
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  23. Are We Alone?
    Towards Data Science ·
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  24. Galactic Distances
    Towards Data Science ·
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  25. Communicating with the Cosmos
    Towards Data Science ·
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  26. From Stars to Life
    Towards Data Science ·
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  27. Calculating Contact
    Towards Data Science ·
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  28. Proxy SHAP: Speed Up Explainability with Simpler Models
    Towards Data Science · Model Explainability ·
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  29. An Intuitive Guide to Integrate SQL and Python for Data Science
    Towards Data Science ·
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  30. LightOn Released FC-AMF-OCR Dataset: A 9.3 Million Images Dataset of Financial Documents with Full OCR Annotations
    MarkTechPost ·
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  31. Google DeepMind Introduced Self-Correction via Reinforcement Learning (SCoRe): A New AI Method Enhancing Large Language Models’ Accuracy in Complex Mathematical and Coding Tasks
    MarkTechPost · AI Model Accuracy Reinforcement Learning Large Language Model Google DeepMind ·
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  32. Persona-Plug (PPlug): A Lightweight Plug-and-Play Model for Personalized Language Generation
    MarkTechPost · Model ·
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  33. Contextual Retrieval: An Advanced AI Technique that Reduces Incorrect Chunk Retrieval Rates by up to 67%
    MarkTechPost · AI ·
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  34. LASR: A Novel Machine Learning Approach to Symbolic Regression Using Large Language Models
    MarkTechPost · Machine learning Model Machine Learning Large Language Model ·
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  35. ZML: A High-Performance AI Inference Stack that can Parallelize and Run Deep Learning Systems on Various Hardware
    MarkTechPost · Deep learning AI Deep Learning ·
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  36. Sketch: An Innovative AI Toolkit Designed to Streamline LLM Operations Across Diverse Fields
    MarkTechPost · AI LLM ·
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  37. A Comprehensive Guide on Replit Agent
    Analytics Vidhya · Agent ·
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  38. Comprehensive Evaluation of Quantized Instruction-Tuned LLMs: Exploring Quantization Methods for Models Ranging from 7B to 405B Parameters
    MarkTechPost · Model LLM ·
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  39. Pixtral 12B vs Qwen2-VL-72B: Which is Better for Image Generation?
    Analytics Vidhya · Image Generation ·
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  40. Mastering Kaggle Competitions: Strategies, Techniques, and Insights for Success
    Analytics Vidhya ·
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  41. Choosing Between LLM Agent Frameworks
    Towards Data Science · LLM Agent ·
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  42. MMSearch Engine: AI Search with Advanced Multimodal Capabilities to Accurately Process and Integrate Text and Visual Queries for Enhanced Search Results
    MarkTechPost · AI ·
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  43. Reinforcement Learning, Part 8: Feature State Construction
    Towards Data Science · Reinforcement Learning ·
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  44. Implementing GraphReader with Neo4j and LangGraph
    Towards Data Science ·
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  45. Topic Modelling Your Personal Data
    Towards Data Science ·
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  46. Your Documents Are Trying to Tell You What’s Relevant: Better RAG Using Links
    Towards Data Science ·
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  47. CodeMaker AI Breakthrough in Software Development: Achieves 91% Accuracy in Recreating 90,000 Lines of Code, Setting a New Benchmark for AI-driven code Generation and Fine-Tuned Model
    MarkTechPost · AI Model Accuracy ·
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  48. ByteDance Introduced Hierarchical Large Language Model (HLLM) Architecture to Transform Sequential Recommendations, Overcoming Cold-Start Challenges, and Enhancing Scalability with State-of-the-Art Performance
    MarkTechPost · Model Recommendation Large Language Model ·
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  49. Integrate dynamic web content in your generative AI application using a web search API and Amazon Bedrock Agents
    AWS Machine Learning · AI Agent Generative AI ·
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  50. Build a WhatsApp LLM Bot: a Guide for Lazy Solo Programmers
    Towards Data Science · LLM ·
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  51. Build a generative AI assistant to enhance employee experience using Amazon Q Business
    AWS Machine Learning · AI Generative AI ·
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  52. Introducing document-level sync reports: Enhanced data sync visibility in Amazon Kendra
    AWS Machine Learning ·
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  53. TimesFM: The Boom of Foundation Models in Time Series Forecasting
    Towards Data Science · Model ·
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  54. Why GenAI is a Data Deletion and Privacy Nightmare
    Towards Data Science · GenAI ·
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  55. MagpieLM-4B-Chat-v0.1 and MagpieLM-8B-Chat-v0.1 Released: Groundbreaking Open-Source Small Language Models for AI Alignment and Research
    MarkTechPost · AI Model ·
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  56. Paper Walkthrough: U-Net
    Towards Data Science ·
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  57. Popular LLM Agent Tools for Customer Query Management
    Analytics Vidhya · LLM Agent ·
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  58. What is PaperQA and How Does it Assist in Scientific Research?
    Analytics Vidhya ·
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  59. VoiceChat with Your LLMs using AlwaysReddy
    KDnuggets · LLM ·
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  60. How to Import Data into BigQuery
    KDnuggets ·
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  61. This AI Paper by NVIDIA Introduces NVLM 1.0: A Family of Multimodal Large Language Models with Improved Text and Image Processing Capabilities
    MarkTechPost · AI Model Large Language Model ·
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  62. Mastering t-SNE: A Comprehensive Guide to Understanding and Implementation in Python
    Towards Data Science ·
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  63. Salesforce AI Research Unveiled SFR-RAG: A 9-Billion Parameter Model Revolutionizing Contextual Accuracy and Efficiency in Retrieval Augmented Generation Frameworks
    MarkTechPost · AI Model Accuracy ·
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  64. DataGemma: Grounding LLMs Against Hallucinations
    Analytics Vidhya · LLM ·
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  65. Can We Optimize Large Language Models Faster Than Adam? This AI Paper from Harvard Unveils SOAP to Improve and Stabilize Shampoo in Deep Learning
    MarkTechPost · Deep learning AI Model Deep Learning Large Language Model ·
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  66. AI models let robots carry out tasks in unfamiliar environments
    MIT Technology Review · AI Model ·
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  67. Efficient Long-Term Prediction of Chaotic Systems Using Physics-Informed Neural Operators: Overcoming Limitations of Traditional Closure Models
    MarkTechPost · Model Prediction ·
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  68. Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination
    Berkeley Artificial Intelligence Research · Model ChatGPT Bias ·
  69. Rohan Rao’s Framework for Selecting the Right LLMs for Business Needs!
    Analytics Vidhya · LLM ·
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  70. Diagram of Thought (DoT): An AI Framework that Models Iterative Reasoning in Large Language Models (LLMs) as the Construction of a Directed Acyclic Graph (DAG) within a Single Model
    MarkTechPost · AI Model LLM Large Language Model ·
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  71. g1: Using Llama-3.1 70b on Groq to Create o1-like Reasoning Chains
    MarkTechPost · LLaMA ·
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  72. LoRID: A Breakthrough Low-Rank Iterative Diffusion Method for Adversarial Noise Removal
    MarkTechPost ·
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  73. Verifying RDF Triples Using LLMs with Traceable Arguments: A Method for Large-Scale Knowledge Graph Validation
    MarkTechPost · LLM ·
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  74. Service Looking to hire a Fractional Website Manager? Book a call today to explore how we can elevate your website's success!
    alinmat.com
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    3DOCR
  76. Product Brutally honest tools that tell founders the truth about their startup that no one else will
    Sink/Ship
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  1. Building OpenAI o1 (Extended Cut)
    OpenAI · OpenAI ·
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