New
TL;DR: An all-AI company is no longer science fiction. When AI agents can handle not just individual tasks but the full spectrum of organizational functions, a single founder might run a company that rivals a traditional team. This changes the economics, speed, and very definition of what a company is.
The Thought Experiment
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TL;DR: What we call 'creativity' may be nothing more than the recombination of historical experience — individual and evolutionary — perturbed by noise and filtered by selection.
Throughout history, creativity has been regarded as one of humanity’s most defining traits. We build economies around it, award Nobel Prizes for it, and tell our children it is what separates us from machines. The “creative genius” — da Vinci sketching flying machines, Einstein reimagining spacetime, Jobs unveiling the iPhone — sits at the apex of our cultural mythology.
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Jul 28, 2025
PaperReading
TL;DR: This blog is a paper reading summary on meta reinforcement learning, and its application in LLM training procedure.
Key Takeaways
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Draft
Jul 28, 2025
PaperReading
TL;DR: This blog is a paper reading summary on LLMs, Reinforcement Learning, and In-Context Learning.
Introduction
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