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 #675 for Wednesday, October 9, 2024's essential reads and reflections

Read

  1. Hex-LLM: A New LLM Serving Framework Designed for Efficiently Serving Open LLMs on Google Cloud TPUs
  2. Evaluating the Planning Capabilities of Large Language Models: Feasibility, Optimality, and Generalizability in OpenAI’s o1 Model
  3. New breakthrough helps free up space for robots to 'think', say scientists
  4. Contrastive Localized Language-Image Pre-Training
  5. Efficient Pre-training of Llama 3-like model architectures using torchtitan on Amazon SageMaker
  6. Researchers at Stanford University Introduce Tutor CoPilot: A Human-AI Collaborative System that Significantly Improves Real-Time Tutoring Quality for Students
  7. Evaluating Edge Detection? Don’t Use RMSE, PSNR or SSIM
  8. From Set Transformer to Perceiver Sampler
  9. A Deeper Dive into Odds Ratios Using Logistic Regression
  10. Artificial intelligence meets “blisk” in new DARPA-funded collaboration
  11. How to Improve Model Quality Without Building Larger Models
  12. Breakthrough in soft robotics: First toroidal micro-robot to swim autonomously in viscous liquids
  13. Time series forecasting with Amazon SageMaker AutoML
  14. Automate user on-boarding for financial services with a digital assistant powered by Amazon Bedrock
  15. 7 pieces of AI news we announced in September
  16. Make the Switch from Software Engineer to ML Engineer
  17. Prompt Caching in LLMs: Intuition
  18. Still Manually Reviewing All User Interactions For Your AI Solutions?
  19. Top 10 Reddit Threads on LLM Agents that you Must Follow
  20. Essential Practices for Building Robust LLM Pipelines
  21. 7 Cool Data Science Project Ideas for Beginners
  22. How to Measure the ROI of GenAI Investments?
  23. 30 Python Code Snippets for your Everyday Use
  24. Adobe wants to make it easier for artists to blacklist their work from AI scraping
  25. Using Hugging Face Transformers with PyTorch and TensorFlow
  26. Top 5 AI Agent Projects to Try
  27. From Prediction to Reasoning: Evaluating o1’s Impact on LLM Probabilistic Biases
  28. LLaVA-Critic: An Open-Source Large Multimodal Model Designed to Assess Model Performance Across Diverse Multimodal Tasks
  29. Geoffrey Hinton, AI pioneer and figurehead of doomerism, wins Nobel Prize
  30. Step-by-Step Guide to Deploying ML Models with Docker
  31. This AI Paper from Google Introduces Selective Attention: A Novel AI Approach to Improving the Efficiency of Transformer Models
  32. CodePMP: A Scalable Preference Model Pre-training for Supercharging Large Language Model Reasoning
  33. Fisher Information: A Clinical Dissection of an Enigmatic Concept
  34. Forget chat. AI that can hear, see and click is already here
  35. Apple AI Releases Depth Pro: A Foundation Model for Zero-Shot Metric Monocular Depth Estimation
  36. EuroLLM Released: A Suite of Open-Weight Multilingual Language Models (EuroLLM-1.7B and EuroLLM-1.7B-Instruct) Capable of Understanding and Generating Text in All Official European Union languages
  37. GraphIC: A Novel Machine Learning Approach that Leverages Graph-based Representations of Reasoning Processes Coupled with Bayesian Networks (BNs) to Select In-Context Examples (ICE)
  38. Nine Rules for Running Rust in the Browser
  39. Understanding KL Divergence, Entropy, and Related Concepts
  40. SpeechBrain: A PyTorch-based Speech Toolkit
  41. Precisely Compare Geographical Regions with GeoPandas
  42. Graph Neural Networks Part 2. Graph Attention Networks vs. GCNs
  43. Adding Gradient Backgrounds to Plotly Charts
  44. The Rise of Pallas: Unlocking TPU Potential with Custom Kernels
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  1. Veo Compilation 2

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  1. Long-Term ROI on GenAI in Healthcare - with Ylan Kazi of Blue Cross Blue Shield