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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 #683 for Monday, October 21, 2024's essential reads and reflections

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  1. Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement
    Apple Machine Learning Research ·
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  2. RealHumanEval: A Web Interface to Measure the Ability of LLMs to Assist Programmers
    MarkTechPost · LLM ·
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  3. Evaluating Model Retraining Strategies
    Towards Data Science · Model ·
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  4. ETL Pipelines in Python: Best Practices and Techniques
    Towards Data Science ·
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  5. Why Explainability Matters in AI
    Towards Data Science · AI Explainability ·
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  6. Structuring Inputs and Outputs in Multi-agent systems Using CrewAI
    Analytics Vidhya · Agent Multi-agent ·
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  7. CREAM: A New Self-Rewarding Method that Allows the Model to Learn more Selectively and Emphasize on Reliable Preference Data
    MarkTechPost · Model ·
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  8. Understanding Face Parsing: A Deep Dive into Semantic Segmentation Technology
    Analytics Vidhya ·
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  9. How OpenAI Swarm Enhances Multi-Agent Collaboration?
    Analytics Vidhya · Agent Multi-agent OpenAI ·
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  10. This AI Paper Explores If Human Visual Perception can Help Computer Vision Models Outperform in Generalized Tasks
    MarkTechPost · AI Model Computer vision Computer Vision ·
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  11. Differentiable Rendering of Robots (Dr. Robot): A Robot Self-Model Differentiable from Its Visual Appearance to Its Control Parameters
    MarkTechPost · Model ·
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  12. Self-Data Distilled Fine-Tuning: A Solution for Pruning and Supervised Fine-tuning Challenges in LLMs
    MarkTechPost · LLM ·
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  13. How to Build a Simple LLM Application with LCEL?
    Analytics Vidhya · LLM ·
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  14. Rethinking Direct Alignment: Balancing Likelihood and Diversity for Better Model Performance
    MarkTechPost · Model ·
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  15. Harnessing Introspection in AI: How Large Language Models Are Learning to Understand and Predict Their Behavior for Greater Accuracy
    MarkTechPost · AI Model Accuracy Large Language Model ·
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  16. Meta AI Releases Cotracker3: A Semi-Supervised Tracker that Produces Better Results with Unlabelled Data and Simple Architecture
    MarkTechPost · AI Meta AI ·
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  17. Nvidia AI Introduces the Normalized Transformer (nGPT): A Hypersphere-based Transformer Achieving 4-20x Faster Training and Improved Stability for LLMs
    MarkTechPost · AI Training LLM Transformer NVIDIA AI ·
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  18. Embed-then-Regress: A Versatile Machine Learning Approach for Bayesian Optimization Using String-Based In-Context Regression
    MarkTechPost · Machine learning Machine Learning ·
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  19. MMed-RAG: A Versatile Multimodal Retrieval-Augmented Generation System Transforming Factual Accuracy in Medical Vision-Language Models Across Multiple Domains
    MarkTechPost · Model Accuracy ·
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  20. Visualization of Data with Pie Charts in Matplotlib
    Towards Data Science ·
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  21. An Extensive Starters Guide For Causal Discovery using Bayesian Modeling
    Towards Data Science ·
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  22. How Much Stress Can Your Server Endure if You’re Self-Hosting LLMs?
    Towards Data Science · LLM ·
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  23. TREAT: A Deep Learning Framework that Achieves High-Precision Modeling for a Wide Range of Dynamical Systems by Injecting Time-Reversal Symmetry as an Inductive Bias
    MarkTechPost · Deep learning Precision Deep Learning Bias ·
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  24. This AI Paper from Google DeepMind Explores Inference Scaling in Long-Context RAG
    MarkTechPost · AI Google DeepMind ·
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  25. The One Mindset Change That Launched Me into Data Science
    Towards Data Science ·
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  26. Scaling Diffusion transformers (DiT): An AI Framework for Optimizing Text-to-Image Models Across Compute Budgets
    MarkTechPost · AI Model Transformer ·
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  27. SecCodePLT: A Unified Platform for Evaluating Security Risks in Code GenAI
    MarkTechPost · GenAI ·
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  28. How to Generate Your Own OpenAI API Key and Add Credits?
    Analytics Vidhya · OpenAI ·
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  29. Google Unveils ‘Sample What You Can’t Compress’ in AI—A Game-Changer in High-Fidelity Image Compression
    MarkTechPost · AI ·
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  30. SimLayerKV: An Efficient Solution to KV Cache Challenges in Large Language Models
    MarkTechPost · Model Large Language Model ·
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  31. Graph-Constrained Reasoning (GCR): A Novel AI Framework that Bridges Structured Knowledge in Knowledge Graphs with Unstructured Reasoning in LLMs
    MarkTechPost · AI LLM ·
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  32. 12 Ways to Use Generative AI for SEO
    Analytics Vidhya · AI Generative AI ·
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  33. Implementation of REAcT Agent using LlamaIndex and Gemini
    Analytics Vidhya · Agent Gemini ·
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  34. Meta AI Releases Meta Lingua: A Minimal and Fast LLM Training and Inference Library for Research
    MarkTechPost · AI Training LLM Meta AI ·
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  35. Understanding Local Rank and Information Compression in Deep Neural Networks
    MarkTechPost · Neural network Neural Network ·
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  36. All you need to know about Non-Inferiority Hypothesis Test
    Towards Data Science ·
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  37. Baichuan-Omni: An Open-Source 7B Multimodal Large Language Model for Image, Video, Audio, and Text Processing
    MarkTechPost · Model Large Language Model ·
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  38. Agent-as-a-Judge: An Advanced AI Framework for Scalable and Accurate Evaluation of AI Systems Through Continuous Feedback and Human-level Judgments
    MarkTechPost · AI Agent ·
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  39. Cognitive Prompting in LLMs
    Towards Data Science · LLM ·
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  40. How I Studied LLMs in Two Weeks: A Comprehensive Roadmap
    Towards Data Science · LLM ·
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  41. Microsoft Open-Sources bitnet.cpp: A Super-Efficient 1-bit LLM Inference Framework that Runs Directly on CPUs
    MarkTechPost · LLM ·
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  42. Train, optimize, and deploy models on edge devices using Amazon SageMaker and Qualcomm AI Hub
    AWS Machine Learning · AI Model ·
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  43. Emergence of Intelligence in LLMs: The Role of Complexity in Rule-Based Systems
    MarkTechPost · LLM ·
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  44. On Hopfield Networks
    Towards Data Science ·
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  45. Leveraging Smaller LLMs for Enhanced Retrieval-Augmented Generation (RAG)
    Towards Data Science · LLM ·
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  46. All You Need to Know to Build Radial Charts in Tableau
    Towards Data Science ·
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  47. Implementing “Modular RAG” with Haystack and Hypster
    Towards Data Science ·
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  48. Implementing Anthropic’s Contextual Retrieval for Powerful RAG Performance
    Towards Data Science · Anthropic ·
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  49. Carving out your competitive advantage with AI
    Towards Data Science · AI ·
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  50. Learning Path for AI Agents
    Analytics Vidhya · AI Agent ·
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  51. What Can AI Do for Data Science?
    KDnuggets · AI ·
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  52. The race to find new materials with AI needs more data. Meta is giving massive amounts away for free.
    MIT Technology Review · AI ·
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  53. Notion Templates Every Data Scientist Should Have in 2024
    KDnuggets ·
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  54. Google DeepMind Introduces Omni×R: A Comprehensive Evaluation Framework for Benchmarking Reasoning Capabilities of Omni-Modality Language Models Across Text, Audio, Image, and Video Inputs
    MarkTechPost · Model Google DeepMind ·
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  55. Salesforce AI Introduces ReGenesis: A Novel AI Approach to Improving Large Language Model Reasoning Capabilities
    MarkTechPost · AI Model Large Language Model ·
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  56. How to Learn Python the Lazy Way
    KDnuggets ·
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  57. Model Kinship: The Degree of Similarity or Relatedness between LLMs, Analogous to Biological Evolution
    MarkTechPost · Model LLM ·
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  58. Memory-Efficient Model Weight Loading in PyTorch
    Analytics Vidhya · Model PyTorch ·
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  59. Use (Almost) Any Language Model Locally with Ollama and Hugging Face Hub
    KDnuggets · Model Hugging Face ·
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  60. DeepSeek AI Releases Janus: A 1.3B Multimodal Model with Image Generation Capabilities
    MarkTechPost · AI Model Image Generation ·
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  61. DaWin: A Training-Free Dynamic Weight Interpolation Framework for Robust Adaptation
    MarkTechPost · Training ·
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  62. 8 Free and Paid APIs for Your LLM Applications
    Analytics Vidhya · LLM ·
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  63. A Comprehensive Guide to RAG-to-SQL on Google Cloud
    Analytics Vidhya ·
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  64. Researchers at Stanford University Propose Locality Alignment: A New Post-Training Stage for Vision Transformers ViTs
    MarkTechPost · Training Transformer ·
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  65. Do Smaller Models Struggle Often in High Order Thinking?
    Analytics Vidhya · Model ·
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  66. Assessing the Vulnerabilities of LLM Agents: The AgentHarm Benchmark for Robustness Against Jailbreak Attacks
    MarkTechPost · LLM Agent ·
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  67. IBM Researchers Introduce ST-WebAgentBench: A New AI Benchmark for Evaluating Safety and Trustworthiness in Web Agents
    MarkTechPost · AI Agent ·
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  68. Revisiting Karpathy’s “State of Computer Vision and AI”
    Towards Data Science · AI Computer vision Computer Vision ·
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  69. What are Digital Twins?
    Towards Data Science ·
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  70. A Graph Too Far: Graph RAG Doesn’t Require Every Graph Tool
    Towards Data Science ·
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  71. Service Looking to hire a Fractional Website Manager? Book a call today to explore how we can elevate your website's success!
    alinmat.com
  72. Product Upload your images or PDFs and extract text seamlessly
    3DOCR
  73. 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 Releases Meta’s Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models
    MarkTechPost · AI Model Meta AI ·
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  2. Open Collective Releases Magnum/v4 Series Models From 9B to 123B Parameters
    MarkTechPost · Model ·
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  3. Meta AI Releases Cotracker3: A fast transformer-based model that can track any point in a video
    MarkTechPost · AI Model Transformer Meta AI ·
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  4. Prithvi WxC Released by IBM and NASA: A 2.3 Billion Parameter Foundation Model for Weather & Climate
    MarkTechPost · Model ·
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  5. Nvidia AI Introduces the Normalized Transformer (nGPT)
    MarkTechPost · AI Transformer NVIDIA AI ·
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  6. MMed-RAG: A powerful multimodal RAG system that boosts the factuality of Medical Vision-LMs
    MarkTechPost ·
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  7. Agent as a Judge: An AI Framework for evaluating complex, multi-step agentic systems
    MarkTechPost · AI Agent ·
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  8. Meta AI Releases Meta Spirit LM: An Open Source Multimodal Language Model Mixing Text and Speech
    MarkTechPost · AI Model Meta AI ·
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  9. Microsoft Open-Sources bitnet.cpp: The official inference framework for 1-bit LLMs
    MarkTechPost · LLM ·
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  10. Google AI Introduces Omni×R: A Comprehensive Evaluation Framework for Omni-Modality Language Models
    MarkTechPost · AI Model ·
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  11. Arcee AI Releases SuperNova Medius: A 14B Small Language Model That Rivals a 70B
    MarkTechPost · AI Model ·
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  12. Zyphra Releases Zamba2 7B: A State-of-the-Art Small Language Model
    MarkTechPost · Model ·
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  13. Agent S: An Open-Source AI Framework Designed to Interact Autonomously with Computers..
    MarkTechPost · AI Agent ·
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  14. Thinking LLMs: How Thought Preference Optimization Transforms Language Models
    MarkTechPost · Model LLM ·
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Listen

  1. #186 - Adobe AI Tools, Tesla's Cybercab, Nobel Prizes
    Last Week in AI · AI ·
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