• Seattle Skeptics on AI
Seattle Skeptics on AI

Tag: internet-scale data

How Large Language Models Learn: Self-Supervised Training at Internet Scale
How Large Language Models Learn: Self-Supervised Training at Internet Scale

Tamara Weed, Sep, 30 2025

Large language models learn by predicting the next word across trillions of internet text samples using self-supervised training. This method, used by GPT-4, Llama 3, and Claude 3, enables unprecedented language understanding without human labeling - but comes with major costs and ethical challenges.

Categories:

Science & Research

Tags:

large language models self-supervised learning LLM training transformer models internet-scale data

Recent post

  • Target Architecture for Generative AI: Data, Models, and Orchestration
  • Target Architecture for Generative AI: Data, Models, and Orchestration
  • Agentic Behavior in Large Language Models: Planning, Tools, and Autonomy
  • Agentic Behavior in Large Language Models: Planning, Tools, and Autonomy
  • Practical Applications of Generative AI Across Industries and Business Functions in 2025
  • Practical Applications of Generative AI Across Industries and Business Functions in 2025
  • Federated Learning for LLMs: How to Train AI Without Centralizing Data
  • Federated Learning for LLMs: How to Train AI Without Centralizing Data
  • How Large Language Models Communicate Uncertainty to Avoid False Answers
  • How Large Language Models Communicate Uncertainty to Avoid False Answers

Categories

  • Science & Research
  • Enterprise Technology

Archives

  • May 2026
  • April 2026
  • March 2026
  • February 2026
  • January 2026
  • December 2025
  • November 2025
  • October 2025
  • September 2025
  • August 2025
  • July 2025

Tags

vibe coding prompt engineering generative AI large language models AI coding tools AI governance Large Language Models data privacy LLM security AI compliance AI development AI coding assistants LLM optimization AI coding transformer models AI code security GitHub Copilot LLM deployment prompt injection AI code vulnerabilities

© 2026. All rights reserved.