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Artificial Intelligence

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Dive back into Artificial Intelligence Edition #593 for Monday, June 17, 2024's essential reads and reflections

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  1. The Three Big Announcements by Databricks AI Team in June 2024
    MarkTechPost · AI Databricks ·
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  2. Synthetic Query Generation using Large Language Models for Virtual Assistants
    Apple Machine Learning Research · Model Large Language Model ·
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  3. Navigating the Challenges of Selective Classification Under Differential Privacy: An Empirical Study
    MarkTechPost ·
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  4. Neural Algorithmic Reasoning for Transformers: The TransNAR Framework
    MarkTechPost · Transformer ·
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  5. Multi AI Agent Systems 101
    Towards Data Science · AI Agent ·
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  6. Responsible LLMOps
    Towards Data Science ·
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  7. Allen Institute for AI Releases Tulu 2.5 Suite on Hugging Face: Advanced AI Models Trained with DPO and PPO, Featuring Reward and Value Models
    MarkTechPost · AI Model Hugging Face ·
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  8. Compiler vs Interpreter: Understanding the Key Differences
    Analytics Vidhya ·
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  9. Innovative Approaches in Machine Unlearning: Insights and Breakthroughs from the first NeurIPS Unlearning Competition on Efficient Data Erasure
    MarkTechPost ·
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  10. BiGGen Bench: A Benchmark Designed to Evaluate Nine Core Capabilities of Language Models
    MarkTechPost · Model ·
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  11. Top 25 Docker Use Cases
    Analytics Vidhya ·
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  12. OpenVLA: A 7B-Parameter Open-Source VLA Setting New State-of-the-Art for Robot Manipulation Policies
    MarkTechPost ·
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  13. Google DeepMind Researchers Propose a Novel Divide-and-Conquer Style Monte Carlo Tree Search (MCTS) Algorithm ‘OmegaPRM’ for Efficiently Collecting High-Quality Process Supervision Data
    MarkTechPost · Algorithm Google DeepMind ·
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  14. This AI Paper from China Proposes Continuity-Relativity indExing with gAussian Middle (CREAM): A Simple yet Effective AI Method to Extend the Context of Large Language Models
    MarkTechPost · AI Model Large Language Model ·
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  15. Generalization of Gradient Descent in Over-Parameterized ReLU Networks: Insights from Minima Stability and Large Learning Rates
    MarkTechPost · Gradient Descent ·
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  16. Microsoft Researchers Introduce Samba 3.8B: A Simple Mamba+Sliding Window Attention Architecture that Outperforms Phi3-mini on Major Benchmarks
    MarkTechPost ·
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  17. Optimizing for Choice: Novel Loss Functions Enhance AI Model Generalizability and Performance
    MarkTechPost · AI Model Loss Function ·
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  18. MAGPIE: A Self-Synthesis Method for Generating Large-Scale Alignment Data by Prompting Aligned LLMs with Nothing
    MarkTechPost · LLM ·
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  19. Enhancing Trust in Large Language Models: Fine-Tuning for Calibrated Uncertainties in High-Stakes Applications
    MarkTechPost · Model Large Language Model ·
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  20. NVIDIA AI Introduces Nemotron-4 340B: A Family of Open Models that Developers can Use to Generate Synthetic Data for Training Large Language Models (LLMs)
    MarkTechPost · AI Model Training LLM Large Language Model NVIDIA AI ·
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  21. Scaling AI Models: Combating Collapse with Reinforced Synthetic Data
    MarkTechPost · AI Model ·
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  22. Exploring Generative AI Responsibly with SAS
    KDnuggets · AI Generative AI ·
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  23. Welch’s t-Test: The Reliable Way to Compare 2 Population Means with Unequal Variances
    Towards Data Science ·
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  24. Simple Model Retraining Automation via GitHub Actions
    Towards Data Science · Model ·
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  25. Paper review — Communicative Agents for Software Development
    Towards Data Science · Agent ·
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  26. A New Google Study Presents Personal Health Large Language Model (Ph-Llm): A Version Of Gemini Fine-Tuned For Text Understanding Numerical Time-Series Personal Health Data
    MarkTechPost · Model LLM Large Language Model Gemini ·
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  27. Lightski: An AI Startup that Lets You Embed ChatGPT Code Interpreter in Your App
    MarkTechPost · AI ChatGPT ·
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  28. Thread: A Jupyter Notebook that Combines the Experience of OpenAI’s Code Interpreter with the Familiar Development Environment of a Python Notebook
    MarkTechPost · OpenAI ·
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  29. With 700,000 Large Language Models (LLMs) On Hugging Face Already, Where Is The Future of Artificial Intelligence AI Headed?
    MarkTechPost · Artificial intelligence AI Model Artificial Intelligence LLM Large Language Model Hugging Face ·
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  30. Researchers from Stanford and Duolingo Demonstrate Effective Strategies for Generating at a Desired Proficiency Level Using Proprietary Models such as GPT4 and Open-Source Techniques
    MarkTechPost · Model ·
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  31. TensorFlow vs Keras: Which is a Better Library?
    Analytics Vidhya · TensorFlow Keras ·
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  32. This AI Paper from China Proposes a Novel dReLU-based Sparsification Method that Increases Model Sparsity to 90% while Maintaining Performance, Achieving a 2-5× Speedup in Inference
    MarkTechPost · AI Model ·
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  33. Fine-Tuning vs Full Training vs Training from Scratch in Machine Learning
    Analytics Vidhya · Machine learning Training Machine Learning ·
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  34. Transforming Your Data Pipeline with dbt(data build tool)
    Analytics Vidhya ·
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  35. SelfGoal: An Artificial Intelligence AI Framework to Enhance an LLM-based Agent’s Capabilities to Achieve High-Level Goals
    MarkTechPost · Artificial intelligence AI Artificial Intelligence LLM Agent ·
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  36. Deep Reinforcement Learning: Toward Integrated and Unified AI
    Towards Data Science · AI Reinforcement Learning ·
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  37. Erasing Clouds from Satellite Imagery Using GANs (Generative Adversarial Networks)
    Towards Data Science ·
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  38. From Masked Image Modeling to Autoregressive Image Modeling
    Towards Data Science ·
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  39. Galileo Introduces Luna: An Evaluation Foundation Model to Catch Language Model Hallucinations with High Accuracy and Low Cost
    MarkTechPost · Model Accuracy ·
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  40. GPT From Scratch With MLX
    Towards Data Science ·
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  41. Graph Visualization: 7 Steps from Easy to Advanced
    Towards Data Science ·
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  42. Gated Recurrent Units (GRU) — Improving RNNs
    Towards Data Science ·
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  43. Understanding Buffer of Thoughts (BoT) — Reasoning with Large Language Models
    Towards Data Science · Model Large Language Model ·
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  44. Self-assembling and disassembling swarm molecular robots via DNA molecular controller
    ScienceDaily ·
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  45. HUSKY: A Unified, Open-Source Language Agent for Complex Multi-Step Reasoning Across Domains
    MarkTechPost · Agent ·
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  46. Mapping the Pokémon World: A Network Analysis of Habitat-Based Encounters
    Towards Data Science ·
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  47. Yandex Introduces YaFSDP: An Open-Source AI Tool that Promises to Revolutionize LLM Training by Cutting GPU Usage by 20%
    MarkTechPost · AI Training LLM ·
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  48. 10 Best AI-Powered Smartwatches in India
    Analytics Vidhya · AI ·
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  49. CUDA for AI — Intuitively and Exhaustively Explained
    Towards Data Science · AI ·
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  50. Unlocking Data Insights: Key Pandas Functions for Effective Analysis
    KDnuggets ·
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  51. Mathematics for Data Science
    Analytics Vidhya ·
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  52. TiTok: An Innovative AI Method for Tokenizing Images into 1D Latent Sequences
    MarkTechPost · AI ·
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  53. Understanding and Using Ordinal Data
    Analytics Vidhya ·
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  54. Data Science in Medicine: Precision & Recall or Specificity & Sensitivity?
    Analytics Vidhya · Precision Recall ·
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  55. Unlocking the Language of Proteins: How Large Language Models Are Revolutionizing Protein Sequence Understanding
    MarkTechPost · Model Large Language Model ·
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  56. How to opt out of Meta’s AI training
    MIT Technology Review · AI Training ·
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  57. The Data-Information-Knowledge-Wisdom Pyramid
    Analytics Vidhya ·
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  58. Top Artificial Intelligence AI Courses from Stanford
    MarkTechPost · Artificial intelligence AI Artificial Intelligence ·
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  59. Gantt Charts using Python
    Analytics Vidhya ·
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  60. Boosting Classification Accuracy: Integrating Transfer Learning and Data Augmentation for Enhanced Machine Learning Performance
    MarkTechPost · Machine learning Accuracy Machine Learning Transfer Learning ·
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  61. PyTorch vs TensorFlow: Which is Better for Deep Learning?
    Analytics Vidhya · Deep learning TensorFlow PyTorch Deep Learning ·
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  62. How I’d Become a Data Scientist (If I Had to Start Over)
    Towards Data Science ·
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  63. Hamming AI: An AI Startup that Provides Fastest Way to Make Your Prompts, RAG, and AI Agents More Reliable
    MarkTechPost · AI Agent ·
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  64. Unveiling the Inner Workings of LLMs: A Singular Value Perspective
    Towards Data Science · LLM ·
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  65. Luma Releases Dream Machine: Transforming Video Creation with AI-Generated High-Quality, Realistic, and Fantastical Scenes from Text and Images
    MarkTechPost · AI ·
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  66. How to Learn SQL for Data Analytics
    Towards Data Science ·
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  67. This AI Paper from China Propose ‘Magnus’: Revolutionizing Efficient LLM Serving for LMaaS with Semantic-Based Request Length Prediction
    MarkTechPost · AI Prediction LLM ·
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  68. A creation story told through immersive technology
    MIT News ·
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  69. Technique improves the reasoning capabilities of large language models
    MIT News · Model Large Language Model ·
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  70. Service Looking to hire a Fractional Website Manager? Book a call today to explore how we can elevate your website's success!
    alinmat.com
  71. Product Upload your images or PDFs and extract text seamlessly
    3DOCR
  72. Product Brutally honest tools that tell founders the truth about their startup that no one else will
    Sink/Ship
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  1. AI Accountability & Colorado’s Trailblazing AI Consumer Law: Interview with Rep Manny Rutinel [AI Today Podcast]
    AI Today · AI ·
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