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 #620 for Wednesday, July 24, 2024's essential reads and reflections

Read

  1. Researchers leveraging AI to train (robotic) dogs to respond to their masters
  2. Llama 3.1 Released: Meta’s New Open-Source AI Model that You can Fine-Tune, Distill, and Deploy Anywhere and available in 8B, 70B, and 405B
  3. Federated Learning With Differential Privacy for End-to-End Speech Recognition
  4. Apple Researchers Propose LazyLLM: A Novel AI Technique for Efficient LLM Inference in Particular under Long Context Scenarios
  5. Progressive Learning Framework for Enhancing AI Reasoning through Weak-to-Strong Supervision
  6. Spatial Index: Tessellation
  7. Spatial Index: Grid Systems
  8. Most Data Quality Initiatives Fail Before They Start. Here’s Why.
  9. Evolution of Data Science: New Age Skills for the Modern End-to-End Data Scientist
  10. Detect and protect sensitive data with Amazon Lex and Amazon CloudWatch Logs
  11. MIT researchers advance automated interpretability in AI models
  12. Google AI Introduces NeuralGCM: A New Machine Learning (ML) based Approach to Simulating Earth’s Atmosphere
  13. New video test for Parkinson's uses AI to track how the disease is progressing
  14. AWS AI chips deliver high performance and low cost for Llama 3.1 models on AWS
  15. Use Llama 3.1 405B to generate synthetic data for fine-tuning tasks
  16. Llama 3.1 models are now available in Amazon SageMaker JumpStart
  17. Yandex Introduces TabReD: A New Benchmark for Tabular Machine Learning
  18. How to Run LLM Locally Using LM Studio?
  19. How to Use Conditional Formatting in Pandas to Enhance Data Visualization
  20. Event Study Designs: A Very Beginner’s Guide
  21. Nikhil Mishra’s Journey to Becoming a Kaggle Grandmaster
  22. Proton-conducting materials could enable new green energy technologies
  23. Visualizing Data: A Statology Primer
  24. WTU-Eval: A New Standard Benchmark Tool for Evaluating Large Language Models LLMs Usage Capabilities
  25. What is the Reverse Diffusion Process?
  26. Spatial Index: Space-Filling Curves
  27. HuggingFace Researchers Introduce Docmatix: A Dataset For Document Visual Question Answering Containing 2.4 Million Pictures And 9.5 Million Q/A Pairs
  28. From Ephemeral to Persistence with LangChain: Building Long-Term Memory in Chatbots
  29. How to Perform Computer Vision Tasks with Florence-2
  30. How to Fine-Tune Large Language Models with MonsterAPI
  31. How to Use PyVista for Interactive 3D Medical Visualizations
  32. Function Calling: Fine-Tuning Llama 3 on xLAM
  33. How to Build Autonomous AI Agents Using OpenAGI?
  34. Summer Olympic Games Through the Lens of Data
  35. Creating a QA Model with Universal Sentence Encoder and WikiQA
  36. Enterprise Use Case-Based Evaluation of LLMs
  37. I Used to Hate Overfitting, But Now I’m Grokking It
  38. AgentPoison: A Novel Red Teaming Approach and Backdoor Attack Targeting Generic and RAG-based LLM Agents by Poisoning their Long-Term Memory or RAG Knowledge Base
  39. ProcTag: A Data-Oriented AI Method that Assesses the Efficacy of Document Instruction Data
  40. How’s AI self-regulation going?
  41. 7 Ways to Employ LangChain Text Splitters for Enhanced Data Processing
  42. How to access Chinese LLM chatbots across the world
  43. Line By Line, Let’s Reproduce GPT-2: Section 1
  44. Counterfactuals in Language AI
  45. Three Mind-Blowing Ideas in Physics: The Stationary Action Principle, Lorentz Transformations, and…
  46. Boost Your Data Science Job Hunt During Tech Layoffs, Part I
  47. Temperature Reconstruction Through Geospatial Interpolation
  48. Meet ZeroPath: A GitHub App that Detects, Verifies, and Issues Pull Requests for Security Vulnerabilities in Your Code
  49. Merlinn: An Open-Source LLM-Powered-On-Call Copilot AI Engineer that Automatically Listens to Production Incidents and Resolves It for You
  50. Leveraging AI and Machine Learning ML for Untargeted Metabolomics and Exposomics: Advances, Challenges, and Future Directions
  51. Microsoft Research Introduces E5-V: A Universal AI Framework for Multimodal Embeddings with Single-Modality Training on Text Pairs
  52. This AI Paper from UC Berkeley Shows How Interfacing GPT with Prolog (Reliable Symbolic System) Drastically Improves Its Math Problem-Solving Abilities
  53. Large language models don’t behave like people, even though we may expect them to
  54. Service Looking to hire a Fractional Website Manager? Book a call today to explore how we can elevate your website's success!
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Listen

  1. EP71: Llama 3.1 Special Edition + GPT-4o Mini Fine Tuning & Chris's AI Poker Apology
  2. How Georgia Tech’s AI Makerspace Is Preparing the Future Workforce for AI - Ep. 229
  3. Navigating AI for Testing: Insights on Context and Evaluation with Sourcegraph
  4. Use Cases in Driving Automotive Efficiencies with Tire Data Collection - with Chris Helsel of Goodyear