Insights
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 #685 for Wednesday, October 23, 2024's essential reads and reflections

Read

  1. Generative Reward Models (GenRM): A Hybrid Approach to Reinforcement Learning from Human and AI Feedback, Solving Task Generalization and Feedback Collection Challenges
  2. Towards Data-Centric RLHF: Simple Metrics for Preference Dataset Comparison
  3. MUSCLE: A Model Update Strategy for Compatible LLM Evolution
  4. CtrlSynth: Controllable Image-Text Synthesis for Data-Efficient Multimodal Learning
  5. Discrete Diffusion with Planned Denoising (DDPD): A Novel Machine Learning Framework that Decomposes the Discrete Generation Process into Planning and Denoising
  6. Using PCA for Outlier Detection
  7. Comprehensive Guide to Crafting a Perfect CV in Data Science
  8. CMU Researchers Release Pangea-7B: A Fully Open Multimodal Large Language Models MLLMs for 39 Languages
  9. Microsoft AI Introduces Activation Steering: A Novel AI Approach to Improving Instruction-Following in Large Language Models
  10. Product-Oriented ML: A Guide for Data Scientists
  11. Generative AI foundation model training on Amazon SageMaker
  12. Automate fine-tuning of Llama 3.x models with the new visual designer for Amazon SageMaker Pipelines
  13. Implement Amazon SageMaker domain cross-Region disaster recovery using custom Amazon EFS instances
  14. Learn to Visualize Massive Point Clouds + 3D Mesh with No-Code Tools
  15. Getting Started: How to Set up a Full-Stack App with AWS and Bedrock
  16. Calculating the Uncertainty Coefficient (Theil’s U) in Python
  17. Universal Data Supply: Know Your Business
  18. Self-Service ML with Relational Deep Learning
  19. Get Hired Fast: Trending AI Tool to Find and Apply for Your Dream Job
  20. Stability AI Releases Stable Diffusion 3.5: Stable Diffusion 3.5 Large and Stable Diffusion 3.5 Large Turbo
  21. FunnelRAG: A Novel AI Approach to Improving Retrieval Efficiency for Retrieval-Augmented Generation
  22. Meet SynPO: A Self-Boosting Paradigm that Uses Synthetic Preference Data for Model Alignment
  23. DeepLearning.AI Dropped a New Course
  24. 7 Popular Multimodal Models and their Uses
  25. 5 Lesser-Known Data Transformation Techniques for Better Analysis
  26. Deep Learning vs Data Science: Who Will Win?
  27. Would you trust AI to mediate an argument?
  28. The Cramér–Rao Bound
  29. Why Scaling Works: Inductive Biases vs The Bitter Lesson
  30. UC Berkeley Researchers Propose DocETL: A Declarative System that Optimizes Complex Document Processing Tasks using LLMs
  31. LongAlign: A Segment-Level Encoding Method to Enhance Long-Text to Image Generation
  32. Controllable Safety Alignment (CoSA): An AI Framework Designed to Adapt Models to Diverse Safety Requirements without Re-Training
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Watch

  1. CMU Research Releases Pangea-7B: A Fully Open Multimodal Large Language Models for 39 Languages
  2. Microsoft AI Introduces Activation Steering: A Novel AI Approach to Improving Instruction-Following
  3. Stability AI Releases Stable Diffusion 3.5
  4. Meta AI Releases LayerSkip: A Novel AI Approach to Accelerate Inference in Large Language Models

Listen

  1. Winning Executive Buy-In For Scaling AI in Insurance - with Ermir Qeli of Swiss Re
  2. From DevOps to AI: Patrick Debois Shares Strategies for Successful AI Integration and Cultural Change