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 #621 for Thursday, July 25, 2024's essential reads and reflections

Read

  1. This AI Paper from Cohere AI Introduces a Multi-faceted Approach to AI Governance by Rethinking Compute Thresholds
  2. Nvidia AI Releases Minitron 4B and 8B: A New Series of Small Language Models that are 40x Faster Model Training via Pruning and Distillation
  3. LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference
  4. Pre-Trained Foundation Model Representations to Uncover Breathing Patterns in Speech
  5. Nvidia AI Proposes ChatQA 2: A Llama3-based Model for Enhanced Long-Context Understanding and RAG Capabilities
  6. Handling Hierarchies in Dimensional Modeling
  7. Nine Rust Cargo.toml Wats and Wat Nots
  8. Understand REINFORCE, Actor-Critic and PPO in one go
  9. TimeMixer: Exploring the Latest Model in Time Series Forecasting
  10. A Visual Guide to Quantization
  11. Using LLMs to Query PubMed Knowledge Bases for BioMedical Research
  12. Mistral Large 2 is now available in Amazon Bedrock
  13. Predicting Sustainable Development Goals (SDG) Scores by 2030: A Machine Learning Approach with ARIMAX and Linear Regression Models
  14. LLM experimentation at scale using Amazon SageMaker Pipelines and MLflow
  15. Discover insights from Amazon S3 with Amazon Q S3 connector 
  16. 12 Best AI Tools for Data Science Workflow
  17. Researchers at Google Deepmind Introduce BOND: A Novel RLHF Method that Fine-Tunes the Policy via Online Distillation of the Best-of-N Sampling Distribution
  18. Boosting Salesforce Einstein’s code generating model performance with Amazon SageMaker
  19. Meta Llama 3.1: Latest Open-Source AI Model Takes on GPT-4o mini
  20. AI trained on AI garbage spits out AI garbage
  21. 5 Tools Every Data Scientist Needs in Their Toolbox in 2024
  22. 5 Free Data Analytics Courses to Kickstart Your Career
  23. Learn Data Analysis with Julia
  24. DVC.ai Released DataChain: A Groundbreaking Open-Source Python Library for Large-Scale Unstructured Data Processing and Curation
  25. Meta AI Release CyberSecEval 3: A Wide-Ranging Evaluation Framework for LLM Security Used in the Development of the Models
  26. 8 ways to keep up with the Olympic Games Paris 2024 on Google
  27. Amazon Researchers Propose a New Method to Measure the Task-Specific Accuracy of Retrieval-Augmented Large Language Models (RAG)
  28. Rocket Launch Simulation and Analysis using RocketPy
  29. Top 11 AI Tools to Replace SEO Agencies
  30. Meet Laminar AI: A Developer Platform that Combines Orchestration, Evaluations, Data, and Observability to Empower AI Developers to Ship Reliable LLM Applications 10x Faster
  31. Visual Haystacks Benchmark: The First “Visual-Centric” Needle-In-A-Haystack (NIAH) Benchmark to Assess LMMs’ Capability in Long-Context Visual Retrieval and Reasoning
  32. Forecasting US GDP using Machine Learning and Mathematics
  33. The Intersection of Memory and Grounding in AI Systems
  34. Monocular Depth Estimation with Depth Anything V2
  35. LaMMOn: An End-to-End Multi-Camera Tracking Solution Leveraging Transformers and Graph Neural Networks for Enhanced Real-Time Traffic Management
  36. PILOT: A New Machine Learning Algorithm for Linear Model Trees that is Fast, Regularized, Stable, and Interpretable
  37. Study: When allocating scarce resources with AI, randomization can improve fairness
  38. 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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Watch

  1. Llama 405b: Full 92 page Analysis, and Uncontaminated SIMPLE Benchmark Results

Listen

  1. Dwarkesh Patel’s Quest to Learn Everything - Ep. 27
  2. E523 Nicolas Sauvage, President at TDK Ventures
  3. Skip the AI Proof of Concept [AI Today Podcast]
  4. Addressing the Field Services Brain Drain - with Joe Meloche of Atlas Copco