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  • 2025-01-29

    Reasoning Models Cheatsheet: o1, DeepSeek-R1 and When to Use Them

    A practical cheatsheet on reasoning models such as OpenAI o1 and DeepSeek-R1: what test-time compute and RL on chains of thought mean, when to use them instead of a chat model, how prompting...

    Cheatsheets · cheatsheets AI LLMs reasoning models o1 DeepSeek-R1 prompting test-time compute GenAI English
  • 2025-01-03

    How could Spotify's Discover Weekly recommendation system work?

    Thinking and describing how Spotify's Discover Weekly leverages machine learning and statistical models to generate personalized music recommendations.

    Data Science · AI ML Recommendation Systems English
  • 2024-12-11

    Purpose in the Age of Capable Machines: Meaning, Work and What Philosophy Can Tell Us

    2024 was the year AI won two Nobel Prizes, learned to reason step by step, and prompted serious books and essays about life in a world where machines can do most of what we do. If our work is no...

    Insightful · insightful philosophy purpose meaning AI work Aristotle Frankl Camus Keynes Bostrom future of work English
  • 2024-10-31

    Understanding ML Metrics: Recall, Precision, and F1 Score

    This article uses a fruit basket analogy to explain key concepts in machine learning evaluation metrics, including recall, precision, and F1 score, making it easier to understand how these metrics...

    Data Science · Machine Learning data science AI ML English
  • 2024-10-30

    The Current Landscape and Emerging Trends in AI Agents

    Data Science · LLM AI Agents machine learning data science AI Large Language Models English
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