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 #692 for Friday, November 1, 2024's essential reads and reflections

Read

  1. SmolLM2 Released: The New Series (0.1B, 0.3B, and 1.7B) of Small Language Models for On-Device Applications and Outperforms Meta Llama 3.2 1B
  2. On Device Llama 3.1 with Core ML
  3. Run AI Open Sources Run:ai Model Streamer: A Purpose-Built Solution to Make Large Models Loading Faster, and More Efficient
  4. OpenAI Launches it’s Search Engine on ChatGPT
  5. Massive Energy for Massive GPU Empowering AI
  6. New methods for whale tracking and rendezvous using autonomous robots
  7. TIME-MOE: Billion-Scale Time Series Foundation Model with Mixture-of-Experts
  8. This AI-generated Minecraft may represent the future of real-time video generation
  9. Game Theory, Part 2 — Nice Guys Finished First
  10. Create a generative AI–powered custom Google Chat application using Amazon Bedrock
  11. Discover insights from Gmail using the Gmail connector for Amazon Q Business
  12. Accelerate custom labeling workflows in Amazon SageMaker Ground Truth without using AWS Lambda
  13. The Savant Syndrome: Is Pattern Recognition Equivalent to Intelligence?
  14. The Quest for Production-Quality Graph RAG: Easy to Start, Hard to Finish
  15. How virtual cows could help us improve human-robot interactions
  16. When to Go Out and When to Stay In: RAG vs. Fine-tuning
  17. Practical Guide to Data Analysis and Preprocessing
  18. How I Improved My Productivity as a Data Scientist with Two Small Habits
  19. OpenAI brings a new web search tool to ChatGPT
  20. Understanding LoRA Part I: Exploring Intrinsic Dimensions
  21. Wearable ultrasound tech for muscle monitoring opens new possibilities in healthcare and human-machine interfaces
  22. Meta AI Releases MobileLLM 125M, 350M, 600M and 1B Model Checkpoints
  23. How to Fine-Tune T5 for Question Answering Tasks with Hugging Face Transformers
  24. New in Maps: Inspiration curated with Gemini, enhanced navigation and more
  25. LLM Evaluation, AI Side Projects, User-Friendly Data Tables, and Other October Must-Reads
  26. Chasing AI’s value in life sciences
  27. How To Specialize In Data Science / Machine Learning
  28. Relaxed Recursive Transformers with Layer-wise Low-Rank Adaptation: Achieving High Performance and Reduced Computational Cost in Large Language Models
  29. CodeFavor: A Machine Learning Framework that Trains Pairwise Preference Models with Synthetic Code Preferences Generated from Code Evolution like Code Commits and Code Critiques
  30. Enhancing Task Planning in Language Agents: Leveraging Graph Neural Networks for Improved Task Decomposition and Decision-Making in Large Language Models
  31. XElemNet: A Machine Learning Framework that Applies a Suite of Explainable AI (XAI) for Deep Neural Networks in Materials Science
  32. What is Artificial Intelligence Clustering?
  33. Knowledge Graph Enhanced Language Agents (KGLA): A Machine Learning Framework that Unifies Language Agents and Knowledge Graph for Recommendation Systems
  34. Les Misérables Social Network Analysis Using Marimo Notebooks and the NetworkX Python library️⚔️
  35. Guide to Lightning-fast JAX
  36. Minimum Viable MLE
  37. Building a PubMed Dataset
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Watch

  1. SmolLM2 Released: A Series (0.1B, 0.3B, and 1.7B) of Small Language Models for OnDevice Applications
  2. Run AI Open Sources Run:ai Model Streamer
  3. ChatGPT with Search, Altman Answers Anything and Simple Bench Out

Listen

  1. EP83: Self Driving Computers, plus SearchGPT, & Github Copilot with Sonnet