The Attention Bottleneck: AI Failure Modes Explained
Attention Mechanisms Uncovered: Pattern Profile Caching and Activation Routing
Dec 4, 202515 min read1.2K
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#reinforcement-learning
Articles tagged with #reinforcement-learning
Beyond the Hype: The Illusion of “Reasoning” by Overfitting to Prompt Steering Techniques
The Overlooked Flaws in AI Fine-tuning by the Industry
Nov 13, 20257 min read30
The Mathematical Death Blow to the RL Fairytale
Proofs Confirm What Critics Knew: The End for Reinforcement Learning
Oct 26, 20256 min read274
The Braided River of Thought: Why Your Fine-Tuned LLM through RL Is Still a Stochastic Parrot
Learn why existing RL strategies fail to significantly enhance the reasoning abilities of language models.
Oct 17, 202512 min read26
Debunking My Own Arguments: A Self-Criticism Exercise on RL Limitations
Here’s something I don’t often do publicly: attack my own arguments.
Oct 15, 202517 min read49
Technical Addendum: The Mathematics of Sophisticated Shuffling in RL
A Formal Framework for Understanding RL Limitations in Large Language Models
Oct 13, 202510 min read26