Vincent's Paper List
  • Introduction
  • PAPER LIST
    • LLM Reasoning
      • Latent Reasoning
      • RL-based Reasoning
      • Inference-time scaling
  • READING NOTES
    • 2025
      • LLM Pretraining with Continuous Concepts
  • Quick Notes
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Quick Notes

miscellaneous concepts that might be helpful in the future :)

PreviousLLM Pretraining with Continuous Concepts

Last updated 26 days ago

Journey learning:

  • Includes incorrect solution paths, allowing the model to learn from mistakes.

  • From

  • Automatical design new agents using a Meta Agent (Foundation Model) to search in the code space (program) and evaluate the result

  • Similar discussion seen here:

  • "The history of machine learning teaches us that hand-designed solutions are eventually replaced by learned solutions."

Understanding Reasoning LLMs
Automated Design of Agentic Systems
System Prompt Design