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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 #603 for Monday, July 1, 2024's essential reads and reflections

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  1. Comprehensive Analysis of The Performance of Vision State Space Models (VSSMs), Vision Transformers, and Convolutional Neural Networks (CNNs)
    MarkTechPost · Model Neural network Transformer Neural Network ·
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  2. Applying RLAIF for Code Generation with API-usage in Lightweight LLMs
    Apple Machine Learning Research · LLM ·
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  3. How Far Can Transformers Reason? The Locality Barrier and Inductive Scratchpad
    Apple Machine Learning Research · Transformer ·
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  4. Revisiting Non-separable Binary Classification and its Applications in Anomaly Detection
    Apple Machine Learning Research · Anomaly Detection ·
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  5. Optimization Without Retraction on the Random Generalized Stiefel Manifold
    Apple Machine Learning Research ·
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  6. Evaluating RAG Pipelines with Ragas
    Towards Data Science ·
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  7. The Human Factor in Artificial Intelligence AI Regulation: Ensuring Accountability
    MarkTechPost · Artificial intelligence AI Artificial Intelligence ·
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  8. CAT-BENCH: Evaluating Language Models’ Understanding of Temporal Dependencies in Procedural Texts
    MarkTechPost · Model ·
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  9. How to Build a Multilingual Chatbot using Large Language Models?
    Analytics Vidhya · Model Chatbot Large Language Model ·
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  10. This AI Paper from CMU and Google DeepMind Studies the Role of Synthetic Data for Improving Math Reasoning Capabilities of LLMs
    MarkTechPost · AI LLM Google DeepMind ·
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  11. The History of Convolutional Neural Networks for Image Classification (1989- Today)
    Towards Data Science · Neural network Neural Network ·
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  12. An Intuitive Overview of Weak Supervision
    Towards Data Science ·
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  13. Learn Transformer Fine-Tuning and Segment Anything
    Towards Data Science · Transformer ·
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  14. 3 Essential Questions to Address When Building an API-Involved Incremental Data Loading Script
    Towards Data Science ·
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  15. 10 Use Cases of Claude 3.5 Sonnet: Unveiling the Future of Artificial Intelligence AI with Revolutionary Capabilities
    MarkTechPost · Artificial intelligence AI Artificial Intelligence Claude ·
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  16. TransFusion: An Artificial Intelligence AI Framework To Boost a Large Language Model’s Multilingual Instruction-Following Information Extraction Capability
    MarkTechPost · Artificial intelligence AI Model Artificial Intelligence Large Language Model ·
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  17. Llama-Agents: A New Open-Source AI Framework that Simplifies the Creation, Iteration, and Deployment of Multi-Agent AI Systems
    MarkTechPost · AI Agent Multi-agent LLaMA ·
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  18. 7 Emerging Generative AI User Interfaces: How Emerging User Interfaces Are Transforming Interaction
    MarkTechPost · AI Generative AI ·
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  19. MuxServe: A Flexible and Efficient Spatial-Temporal Multiplexing System to Serve Multiple LLMs Concurrently
    MarkTechPost · LLM ·
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  20. CaLM: Bridging Large and Small Language Models for Credible Information Generation
    MarkTechPost · Model ·
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  21. Innovative Machine Learning-Driven Discovery of Broadly Neutralizing Antibodies Against HIV-1 Using the RAIN Computational Pipeline
    MarkTechPost · Machine learning Machine Learning ·
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  22. Researchers at UCLA Propose Ctrl-G: A Neurosymbolic Framework that Enables Arbitrary LLMs to Follow Logical Constraints
    MarkTechPost · LLM ·
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  23. Two AI Releases SUTRA: A Multilingual AI Model Improving Language Processing in Over 30 Languages for South Asian Markets
    MarkTechPost · AI Model ·
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  24. A Crash Course of Planning for Perception Engineers in Autonomous Driving
    Towards Data Science ·
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  25. My 30-Day Map Challenge 2023
    Towards Data Science ·
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  26. Transformers 4.42 by Hugging Face: Unleashing Gemma 2, RT-DETR, InstructBlip, LLaVa-NeXT-Video, Enhanced Tool Usage, RAG Support, GGUF Fine-Tuning, and Quantized KV Cache
    MarkTechPost · Transformer Hugging Face ·
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  27. From Vision Transformers to Masked Autoencoders in 5 Minutes
    Towards Data Science · Transformer ·
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  28. AutoRound: Accurate Low-bit Quantization for LLMs
    Towards Data Science · LLM ·
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  29. Data Engineering, Redefined
    Towards Data Science ·
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  30. How to Set Upstream Branch in Git?
    Analytics Vidhya ·
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  31. This AI Paper from UC Berkeley Research Highlights How Task Decomposition Breaks the Safety of Artificial Intelligence (AI) Systems, Leading to Misuse
    MarkTechPost · Artificial intelligence AI Artificial Intelligence ·
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  32. Role of LLMs like ChatGPT in Scientific Research: The Integration of Scalable AI and High-Performance Computing to Address Complex Challenges and Accelerate Discovery Across Diverse Fields
    MarkTechPost · AI LLM ChatGPT ·
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  33. Google DeepMind Introduces WARP: A Novel Reinforcement Learning from Human Feedback RLHF Method to Align LLMs and Optimize the KL-Reward Pareto Front of Solutions
    MarkTechPost · LLM Reinforcement Learning Google DeepMind ·
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  34. Leveraging AlphaFold and AI for Rapid Discovery of Targeted Treatments for Liver Cancer
    MarkTechPost · AI ·
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  35. A Comprehensive Overview of Prompt Engineering for ChatGPT
    MarkTechPost · ChatGPT ·
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  36. CMU Researchers Propose In-Context Abstraction Learning (ICAL): An AI Method that Builds a Memory of Multimodal Experience Insights from Sub-Optimal Demonstrations and Human Feedback
    MarkTechPost · AI ·
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  37. LongVA and the Impact of Long Context Transfer in Visual Processing: Enhancing Large Multimodal Models for Long Video Sequences
    MarkTechPost · Model ·
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  38. OpenAI Introduces CriticGPT: A New Artificial Intelligence AI Model based on GPT-4 to Catch Errors in ChatGPT’s Code Output
    MarkTechPost · Artificial intelligence AI Model Artificial Intelligence OpenAI ChatGPT GPT-4 ·
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  39. CharXiv: A Comprehensive Evaluation Suite Advancing Multimodal Large Language Models Through Realistic Chart Understanding Benchmarks
    MarkTechPost · Model Large Language Model ·
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  40. Modeling the Extinction of the Catalan Language
    Towards Data Science ·
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  41. Different Ways of Image Generation with Stable Diffusion 3
    Towards Data Science · Image Generation Stable Diffusion ·
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  42. 5 Habits That Made Me A Data Scientist
    Towards Data Science ·
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  43. The Data Scientist’s Guide to Choosing Data Vendors
    Towards Data Science ·
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  44. How to Efficiently Approximate a Function of One or More Variables
    Towards Data Science ·
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  45. Demonstrating Prioritization Effectiveness in Sales
    Towards Data Science ·
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  46. System Design: Load Balancer
    Towards Data Science ·
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  47. GenAI with Python: RAG with LLM (Complete Tutorial)
    Towards Data Science · LLM GenAI ·
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  48. Top Artificial Intelligence AI Books to Read in 2024
    MarkTechPost · Artificial intelligence AI Artificial Intelligence ·
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  49. Meta AI Introduces Meta LLM Compiler: A State-of-the-Art LLM that Builds upon Code Llama with Improved Performance for Code Optimization and Compiler Reasoning
    MarkTechPost · AI LLM Meta AI LLaMA ·
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  50. CRAG — Intuitively and Exhaustively Explained
    Towards Data Science ·
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  51. τ-bench: A New Benchmark to Evaluate AI Agents’ Performance and Reliability in Real-World Settings with Dynamic User and Tool Interaction
    MarkTechPost · AI Agent ·
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  52. 7 Modern SQL Database you Must Know in 2024
    KDnuggets ·
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  53. Exploring ANN Algorithms in Vector Databases
    Analytics Vidhya · Algorithm ·
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  54. Beginner’s Guide to Data Cleaning with Pyjanitor
    KDnuggets ·
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  55. The Evolution of AI Agent Infrastructure: Exploring the Rise and Impact of Autonomous Agent Projects in Software Engineering and Beyond
    MarkTechPost · AI Agent ·
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  56. Guide to Zero-Shot Image Classification
    Analytics Vidhya ·
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  57. Building and Implementing Pinecone Vector Databases
    Analytics Vidhya ·
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  58. Meet Glasskube: A Open Source Package Manager for Kubernetes
    MarkTechPost ·
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  59. A Deep Dive into Group Relative Policy Optimization (GRPO) Method: Enhancing Mathematical Reasoning in Open Language Models
    MarkTechPost · Model ·
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  60. What is Zero Shot Prompting?
    Analytics Vidhya ·
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  61. What if We could Universally Edit Any Two Pieces of DNA? Meet ‘Bridge Editing’ and ‘Bridge RNA’: A Modular Approach to RNA-Guided Genetic Rearrangements in Bacteria
    MarkTechPost ·
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  62. Fact or Fiction? NOCHA: A New Benchmark for Evaluating Long-Context Reasoning in LLMs
    MarkTechPost · LLM ·
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  63. Imbue Team Trains 70B-Parameter Model From Scratch: Innovations in Pre-Training, Evaluation, and Infrastructure for Advanced AI Performance
    MarkTechPost · AI Model Training ·
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  64. Your AI Model Is Not Objective
    Towards Data Science · AI Model ·
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  65. Estimate the unobserved — Moving-Average Model Estimation with Maximum Likelihood in Python
    Towards Data Science · Model ·
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  66. Diving Deep into AutoGen and Agentic Frameworks
    Towards Data Science ·
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  67. Q*: A Versatile Artificial Intelligence AI Approach to Improve LLM Performance in Reasoning Tasks
    MarkTechPost · Artificial intelligence AI Artificial Intelligence LLM ·
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  68. Safeguarding Demand Forecasting with Causal Graphs
    Towards Data Science ·
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Watch

  1. How Far Can We Scale AI? Realism, Claude 3.5 Sonnet and AI Hype
    AI Explained · AI Claude ·
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Listen

  1. Unlocking AI product success: Coaching teams through uncertainty & design risks
    Design of AI · AI ·
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  2. Soft Skills for AI: Why Collaboration is Key for AI Success [AI Today Podcast]
    AI Today · AI ·
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