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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 #538 for Monday, April 1, 2024's essential reads and reflections

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  1. Researchers at Stanford and Databricks Open-Sourced BioMedLM: A 2.7 Billion Parameter GPT-Style AI Model Trained on PubMed Text
    MarkTechPost · AI Model Databricks ·
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  2. Teaching SOLAR to Shine: How Upstage AI’s sDPO Aligns Language Models with Human Values
    MarkTechPost · AI Model ·
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  3. Streaming Anchor Loss: Augmenting Supervision with Temporal Significance
    Apple Machine Learning Research ·
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  4. Customizing Large Language Models
    Towards Data Science · Model Large Language Model ·
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  5. Modular Open-Sources Mojo: The Programming Language that Turns Python into a Beast
    MarkTechPost ·
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  6. Meet Deep-Seek: An Open Source Research Agent Designed as an Internet Scale Retrieval Engine
    MarkTechPost · Agent ·
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  7. OA-CNNs: A Family of Networks that Integrates a Lightweight Module to Greatly Enhance the Adaptivity of Sparse Convolutional Neural Networks CNNs at Minimal Computational Cost
    MarkTechPost · Neural network Neural Network ·
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  8. Layerwise Importance Sampled AdamW (LISA): A Machine Learning Optimization Algorithm that Randomly Freezes Layers of LLM Based on a Given Probability
    MarkTechPost · Machine learning Algorithm Machine Learning LLM ·
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  9. How to Build a Local Open-Source LLM Chatbot With RAG
    Towards Data Science · Chatbot LLM ·
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  10. You May Know This Design Pattern In Python, But When To Use It?
    Towards Data Science ·
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  11. Pandas: From Messy To Beautiful
    Towards Data Science ·
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  12. Computational Thinking is What You Need
    Towards Data Science ·
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  13. Unlocking Insights: Random Forests for PCA and Feature Importance
    Towards Data Science ·
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  14. Mistral AI Releases Mistral 7B v0.2: A Groundbreaking Open-Source Language Model
    MarkTechPost · AI Model Mistral AI Mistral ·
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  15. ChatGPT vs Perplexity AI: AI App Comparison
    MarkTechPost · AI ChatGPT Perplexity ·
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  16. Getting Started with GNN Implementation
    Analytics Vidhya ·
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  17. Top Data Science Books to Read in 2024
    MarkTechPost ·
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  18. NVIDIA AI Research Proposes Language Instructed Temporal-Localization Assistant (LITA), which Enables Accurate Temporal Localization Using Video LLMs
    MarkTechPost · AI LLM NVIDIA AI ·
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  19. Prefect and CometML For Bulldozer Sales Price Prediction
    Analytics Vidhya · Prediction ·
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  20. Top Ten Python Libraries for Machine Learning and Deep Learning in 2024
    MarkTechPost · Machine learning Deep learning Machine Learning Deep Learning ·
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  21. Adaptive-RAG: Enhancing Large Language Models by Question-Answering Systems with Dynamic Strategy Selection for Query Complexity
    MarkTechPost · Model Large Language Model ·
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  22. Mini-Gemini: A Simple and Effective Artificial Intelligence Framework Enhancing multi-modality Vision Language Models (VLMs)
    MarkTechPost · Artificial intelligence Model Artificial Intelligence Gemini ·
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  23. 7 GPTs That Are Game-Changing For Entrepreneurs 
    MarkTechPost ·
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  24. Researchers from the University of Washington and Meta AI Present a Simple Context-Aware Decoding (CAD) Method to Encourage the Language Model to Attend to Its Context During Generation
    MarkTechPost · AI Model Meta AI ·
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  25. This AI Paper Introduces InternLM2: An Open-Source Large Language Model LLM that Demonstrates Exceptional Performance in both Subjective and Objective Evaluations
    MarkTechPost · AI Model LLM Large Language Model ·
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  26. How to Use Prompt Engineering in ChatGPT? Key Insights and Tips
    MarkTechPost · ChatGPT ·
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  27. Meet Ratchet: A Web-First, Cross-Platform Machine Learning Developer Toolkit
    MarkTechPost · Machine learning Machine Learning ·
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  28. RouterBench: A Novel Machine Learning Framework Designed to Systematically Assess the Efficacy of LLM Routing Systems
    MarkTechPost · Machine learning Machine Learning LLM ·
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  29. Guide to Fine-tuning Gemini for Masking PII Data
    Analytics Vidhya · Gemini ·
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  30. Meet Empathic Voice Interface (EVI): The First AI with Emotional Intelligence, Launching Its API for Developers in April 2024
    MarkTechPost · AI ·
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  31. Do not over-think about ‘outliers’, use a student-t distribution instead
    Towards Data Science ·
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  32. Causal Machine Learning: What Can We Accomplish with a Single Theorem?
    Towards Data Science · Machine learning Machine Learning ·
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  33. The Many Pillars of Getting the Most Value From Your Organization’s Data
    Towards Data Science ·
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  34. Mastering the Versatility and Depth of Python’s Rich Plot Collection(with Code)
    Towards Data Science ·
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  35. Marlin: Nearly Ideal Inference Speed for 4-bit Large Language Models
    Towards Data Science · Model Large Language Model ·
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  36. Databricks DBRX: The Open-Source LLM Taking on the Giants
    Analytics Vidhya · LLM Databricks ·
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  37. AgentStudio: An Open Toolkit for Developing General-Purpose Agents Capable of Operating in Digital Worlds
    MarkTechPost · Agent ·
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  38. Instruction-Data Separation in LLMs: A Study on Safeguarding AI from Manipulation with the SEP (Should it be Executed or Processed?) Dataset Introduction and Evaluation
    MarkTechPost · AI LLM ·
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  39. Pollen-Vision: An Artificial Intelligence Library Empowering Robots with the Autonomy to Grasp Unknown Objects
    MarkTechPost · Artificial intelligence Artificial Intelligence ·
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  40. RakutenAI-7B: A Suite of Japanese-Oriented Large Language Models that Achieve the Great Performance on the Japanese Language Model
    MarkTechPost · Model Large Language Model ·
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  41. Meet Dragoneye: An AI Startup Revolutionizing Computer Vision for Developers
    MarkTechPost · AI Computer vision Computer Vision ·
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  42. This AI Paper from Durham University Evaluates GPT-3.5 and GPT-4’s Performance Against Student Coders in Physics
    MarkTechPost · AI GPT-4 ·
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  43. Salesforce BLIP: Revolutionizing Image Captioning
    Analytics Vidhya ·
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  44. Google AI Introduces AutoBNN: A New Open-Source Machine Learning Framework for Building Sophisticated Time Series Prediction Models
    MarkTechPost · Machine learning AI Model Prediction Machine Learning ·
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  45. X-CLIP: Advancing Video Recognition with Language-Image Pretraining
    Analytics Vidhya ·
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  46. This AI Paper from Intel Presents a SYCL Implementation of Fully Fused Multi-Layer Perceptrons (MLPs) on Intel Data Center GPU Max
    MarkTechPost · AI ·
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  47. Researchers from Google DeepMind and Stanford Introduce Search-Augmented Factuality Evaluator (SAFE): Enhancing Factuality Evaluation in Large Language Models
    MarkTechPost · Model Large Language Model Google DeepMind ·
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  48. Transformers: How Do They Transform Your Data?
    Towards Data Science · Transformer ·
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  49. Hands On Monotonic Time Series Forecasting with XGBoost, using Python
    Towards Data Science ·
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  50. This Paper Reveals Insights from Reproducing OpenAI’s RLHF (Reinforcement Learning from Human Feedback) Work: Implementation and Scaling Explored
    MarkTechPost · Reinforcement Learning OpenAI ·
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  51. Alibaba Releases Qwen1.5-MoE-A2.7B: A Small MoE Model with only 2.7B Activated Parameters yet Matching the Performance of State-of-the-Art 7B models like Mistral 7B
    MarkTechPost · Model Mistral ·
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  52. The Dawn of Indistinguishable Voices: Inside OpenAI’s Voice Engine
    MarkTechPost · OpenAI ·
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  53. This AI Research from Apple Combines Regional Variants of English to Build a ‘World English’ Neural Network Language Model for On-Device Virtual Assistants
    MarkTechPost · AI Model Neural network Neural Network ·
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  54. How Visual AI Can Assist Businesses In Efficiently Managing Large Volumes Of Images
    MarkTechPost · AI ·
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  55. Generative AI to quantify uncertainty in weather forecasting
    Google AI · AI Generative AI ·
  56. Researchers create “The Consensus Game” to elevate AI’s text comprehension and generation skills
    MIT News · AI ·
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  57. Grasping With Common Sense
    Towards Data Science ·
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  58. Named Entity Recognition Unmasked — The Essential Guide
    Towards Data Science ·
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  59. Mastering Uncertainty with CatBoost
    Towards Data Science ·
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  60. Optimizing Multi-task Learning Models in Practice
    Towards Data Science · Model ·
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  61. A conversation with OpenAI’s first artist in residence
    MIT Technology Review · OpenAI ·
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  62. Should You Become A Data Scientist, Data Analyst Or Data Engineer?
    Towards Data Science ·
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  63. Provide live agent assistance for your chatbot users with Amazon Lex and Talkdesk cloud contact center
    AWS Machine Learning · Chatbot Agent ·
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  64. It’s easy to tamper with watermarks from AI-generated text
    MIT Technology Review · AI ·
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  65. 10 GitHub Repositories to Master MLOps
    KDnuggets ·
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  66. Meet OpenFoundry: An AI Research Startup Building a Developer Infrastructure for Open Source AI
    MarkTechPost · AI ·
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  67. How to Precisely Predict Your AI Model’s Performance Before Training Begins? This AI Paper from China Proposes Data Mixing Laws
    MarkTechPost · AI Model Training ·
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  68. Top Ten Artificial Intelligence (AI) Trends to Watch in 2024
    MarkTechPost · Artificial intelligence AI Artificial Intelligence ·
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  69. Vectara Releases the Factual Consistency Score (FCS): An AI Tool for Automated Hallucination Detection in Each Response It Generates
    MarkTechPost · AI ·
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  70. Mora: A New Multi-Agent Framework that Incorporates Several Advanced Visual AI Agents to Replicate Generalist Video Generation Demonstrated by Sora
    MarkTechPost · AI Agent Multi-agent ·
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  71. Researchers from the University of York and Université Paris-Saclay Introduce DeepKnowledge for Generalisation-Driven Deep Learning Testing
    MarkTechPost · Deep learning Deep Learning ·
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  72. X.ai Announces Grok 1.5: A Look at the Improved Reasoning and Long Context Capabilities
    MarkTechPost · AI Grok ·
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  73. SambaNova Systems Sets New Artificial Intelligence AI Efficiency Record with Samba-CoE v0.2 and Upcoming Samba-CoE v0.3: Beating Databricks DBRX
    MarkTechPost · Artificial intelligence AI Artificial Intelligence Databricks ·
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  74. Build an AI Coding Agent with LangGraph by LangChain
    Analytics Vidhya · AI Agent LangChain ·
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  75. Efficiency Breakthroughs in LLMs: Combining Quantization, LoRA, and Pruning for Scaled-down Inference and Pre-training
    MarkTechPost · Training LLM ·
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  76. Track Your ML Experiments
    Towards Data Science ·
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  77. The Math Behind Neural Networks
    Towards Data Science · Neural network Neural Network ·
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  78. A Benchmark and Taxonomy of Categorical Encoders
    Towards Data Science ·
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  79. A Comprehensive Guide For SVM One-Class Classifier For Anomaly Detection
    Analytics Vidhya · Anomaly Detection ·
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    alinmat.com
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    3DOCR
  82. Product Brutally honest tools that tell founders the truth about their startup that no one else will
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    Last Week in AI · AI GPT-4 Claude ·
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