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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 #583 for Monday, June 3, 2024's essential reads and reflections

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  1. Top 12 Trending LLM Leaderboards: A Guide to Leading AI Models’ Evaluation
    MarkTechPost · AI Model LLM ·
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  2. Optimizing Memory Consumption for Data Analytics Using Python — From 400 to 0.1
    Towards Data Science ·
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  3. ML Engineering 101: A Thorough Explanation of The Error “DataLoader worker (pid(s) xxx) exited…
    Towards Data Science ·
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  4. Building RAG Application using Cohere Command-R and Rerank – Part 2
    Analytics Vidhya · Cohere ·
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  5. Neurobiological Inspiration for AI: The HippoRAG Framework for Long-Term LLM Memory
    MarkTechPost · AI LLM ·
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  6. Symbolic Chain-of-Thought ‘SymbCoT’: A Fully LLM-based Framework that Integrates Symbolic Expressions and Logic Rules with CoT Prompting
    MarkTechPost · LLM ·
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  7. Measuring The Intrinsic Causal Influence Of Your Marketing Campaigns
    Towards Data Science ·
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  8. Comparing Country Sizes with GeoPandas
    Towards Data Science ·
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  9. PRISM-Rules in Python
    Towards Data Science ·
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  10. How I Use ChatGPT As A Data Scientist
    Towards Data Science · ChatGPT ·
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  11. Exploring Responsible AI: Insights, Frameworks & Innovations with Ravit Dotan
    Analytics Vidhya · AI Responsible AI ·
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  12. Contextual Position Encoding (CoPE): A New Position Encoding Method that Allows Positions to be Conditioned on Context by Incrementing Position only on Certain Tokens Determined by the Model
    MarkTechPost · Model ·
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  13. Top AI Courses Offered by IBM
    MarkTechPost · AI ·
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  14. LlamaParse: An API by LlamaIndex to Efficiently Parse and Represent Files for Efficient Retrieval and Context Augmentation Using LlamaIndex Frameworks
    MarkTechPost ·
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  15. Data Complexity and Scaling Laws in Neural Language Models
    MarkTechPost · Model ·
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  16. Nearest Neighbor Speculative Decoding (NEST): An Inference-Time Revision Method for Language Models to Enhance Factuality and Attribution Using Nearest-Neighbor Speculative Decoding
    MarkTechPost · Model ·
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  17. Ant Group Proposes MetRag: A Multi-Layered Thoughts Enhanced Retrieval Augmented Generation Framework
    MarkTechPost ·
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  18. Scale AI’s SEAL Research Lab Launches Expert-Evaluated and Trustworthy LLM Leaderboards
    MarkTechPost · AI LLM ·
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  19. GNN-RAG: A Novel AI Method for Combining Language Understanding Abilities of LLMs with the Reasoning Abilities of GNNs in a Retrieval-Augmented Generation (RAG) Style
    MarkTechPost · AI LLM ·
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  20. How RAG helps Transformers to build customizable Large Language Models: A Comprehensive Guide
    MarkTechPost · Model Transformer Large Language Model ·
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  21. RobustRAG: A Unique Defense Framework Developed for Opposing Retrieval Corruption Attacks in Retrieval-Augmented Generation (RAG) Systems
    MarkTechPost ·
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  22. How to Build a Resilient Application Using LlamaIndex?
    Analytics Vidhya ·
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  23. Master Advanced Prompt Engineering with LangChain for Context-Aware Language Models
    Analytics Vidhya · Model LangChain ·
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  24. How Does an Image-Text Foundation Model Work
    Towards Data Science · Model ·
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  25. Performance Insights from Sigma Rule Detections in Spark Streaming
    Towards Data Science ·
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  26. PyTorch Introduction — Training a Computer Vision Algorithm
    Towards Data Science · Algorithm Training Computer vision PyTorch Computer Vision ·
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  27. SQL Explained: Normal Forms
    Towards Data Science ·
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  28. LLM360 Introduces K2: A Fully-Reproducible Open-Sourced Large Language Model Efficiently Surpassing Llama 2 70B with 35% Less Computational Power
    MarkTechPost · Model Large Language Model LLaMA ·
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  29. Matryoshka Multimodal Models With Adaptive Visual Tokenization: Enhancing Efficiency and Flexibility in Multimodal Machine Learning
    MarkTechPost · Machine learning Model Machine Learning ·
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  30. Structurally Flexible Neural Networks: An AI Approach to Solve a Symmetric Dilemma for Optimizing Units and Shared Parameters
    MarkTechPost · AI Neural network Neural Network ·
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  31. Top AI Tools for Sports
    MarkTechPost · AI ·
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  32. This AI Paper from Princeton and the University of Warwick Proposes a Novel Artificial Intelligence Approach to Enhance the Utility of LLMs as Cognitive Models
    MarkTechPost · Artificial intelligence AI Model Artificial Intelligence LLM ·
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  33. ‘RAG Me Up’: A Generic AI Framework (Server + UIs) that Enables You to Do RAG on Your Own Dataset Easily
    MarkTechPost · AI ·
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  34. LlamaFS: An Open-Source Self-Organizing File system with Llama-3
    MarkTechPost · LLaMA ·
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  35. Mastering GenAI ML System Design Interview (2): Design ChatGPT Memory Feature
    Towards Data Science · GenAI ChatGPT ·
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  36. MoEUT: A Robust Machine Learning Approach to Addressing Universal Transformers’ Efficiency Challenges
    MarkTechPost · Machine learning Machine Learning Transformer ·
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  37. Addressing Sycophancy in AI: Challenges and Insights from Human Feedback Training
    MarkTechPost · AI Training ·
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  38. Binary Classification
    Towards Data Science ·
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  39. LA Crime: Now in 3D (No Glasses Required)
    Towards Data Science ·
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  40. How Codestral 22B is Leading the Charge in AI Code Generation
    Analytics Vidhya · AI ·
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  41. From Explicit to Implicit: Stepwise Internalization Ushers in a New Era of Natural Language Processing Reasoning
    MarkTechPost ·
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  42. Llama3-V: A SOTA Open-Source VLM Model Comparable performance to GPT4-V, Gemini Ultra, Claude Opus with a 100x Smaller Model
    MarkTechPost · Model Gemini Claude ·
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  43. MAP-Neo: A Fully Open-Source and Transparent Bilingual LLM Suite that Achieves Superior Performance to Close the Gap with Closed-Source Models
    MarkTechPost · Model LLM ·
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  44. Children's visual experience may hold key to better computer vision training
    ScienceDaily · Training Computer vision Computer Vision ·
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  45. Profiling Python Code Using timeit and cProfile
    Analytics Vidhya ·
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  46. AI Use Cases are Fundamentally Different
    Towards Data Science · AI ·
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  47. Designing environments that are robot-inclusive
    ScienceDaily ·
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  48. Pre-training genomic language models using AWS HealthOmics and Amazon SageMaker
    AWS Machine Learning · Model Training ·
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  49. Falcon 2 11B is now available on Amazon SageMaker JumpStart
    AWS Machine Learning · Falcon ·
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  50. Implementing Knowledge Bases for Amazon Bedrock in support of GDPR (right to be forgotten) requests
    AWS Machine Learning ·
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  51. Top SQL Queries for Data Scientists
    KDnuggets ·
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  52. YOLO — Intuitively and Exhaustively Explained
    Towards Data Science ·
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  53. Researchers at Stanford Propose SleepFM: A New Multi-Modal Foundation Model for Sleep Analysis
    MarkTechPost · Model ·
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  54. A Deep Dive into In-Context Learning
    Towards Data Science ·
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  55. 5 Free Python Courses for Data Science Beginners
    KDnuggets ·
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  56. Understanding System Prompts and the Power of Zero-shot vs. Few-shot Prompting in Artificial Intelligence (AI)
    MarkTechPost · Artificial intelligence AI Artificial Intelligence ·
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  57. Why are Google’s AI Overviews results so bad?
    MIT Technology Review · AI ·
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  58. AutoCoder: The First Large Language Model to Surpass GPT-4 Turbo (April 2024) and GPT-4o in pass@1 on the Human Eval Benchmark Test (90.9% vs. 90.2%)
    MarkTechPost · Model Large Language Model GPT-4 ·
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  59. Making Sure Super-Smart AI Plays Nice: Testing Knowledge, Goals, and Safety
    Analytics Vidhya · AI ·
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  60. Dir-Assistant: Simplifying File Management with Local and API Language Models
    MarkTechPost · Model ·
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  61. Anthropic’s Claude AI Takes a Leap Forward with Tool Use/Function Calling Feature
    MarkTechPost · AI Anthropic Claude ·
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  62. Top AI Excel Tools in 2024
    MarkTechPost · AI ·
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  63. Unlocking the Potential of Multimodal Data: A Look at Vision-Language Models and their Applications
    MarkTechPost · Model ·
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  64. How to use sum() Function in Python?
    Analytics Vidhya ·
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  65. Deep Dive into Anthropic’s Sparse Autoencoders by Hand ✍️
    Towards Data Science · Anthropic ·
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  66. Writing Powerful Programming Articles: A Guide for Success
    Towards Data Science ·
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  67. SignLLM: A Multilingual Sign Language Model that can Generate Sign Language Gestures from Input Text
    MarkTechPost · Model ·
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  68. Long Short Term Memory (LSTM)— Improving RNNs
    Towards Data Science ·
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  69. Orchestrating a Dynamic Time-series Pipeline with Azure Data Factory and Databricks
    Towards Data Science · Databricks ·
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  70. AI Model Training with JAX
    Towards Data Science · AI Model Training JAX ·
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  71. Train Naive Bayes … really fast
    Towards Data Science ·
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  72. Improve LLM output reliability with Python guardrails
    Towards Data Science · LLM ·
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  73. Terraforming Dataform
    Towards Data Science ·
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  74. MedVersa: A Generalist Learner that Enables Flexible Learning and Tasking for Medical Image Interpretation
    MarkTechPost ·
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  75. Enhancing Self-Supervised Learning with Automatic Data Curation: A Hierarchical K-Means Approach
    MarkTechPost · Supervised Learning ·
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  76. Service Looking to hire a Fractional Website Manager? Book a call today to explore how we can elevate your website's success!
    alinmat.com
  77. Product Upload your images or PDFs and extract text seamlessly
    3DOCR
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    Last Week in AI · OpenAI ·
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  2. Yotta CEO Sunil Gupta on Supercharging India’s Fast-Growing AI Market - Ep. 225
    The AI Podcast · AI ·
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  3. Why Critical Thinking is Crucial for AI [AI Today Podcast]
    AI Today · AI ·
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