I’m interested in physics, maths, finance, and anything in-between. This blog contains short notes on these topics, heavily co-authored by LLM.
2026
2025
- How Index Funds Distort Markets
- Why Some Puzzles Are Hard for LLMs: A Framework for Cognitive Load
- The Information Efficiency of Linguistic Structure
- Swimming with the Whale: A Model for Market Maker Price Manipulation
- Tips on Meta-Prompting
- The Energetic Cost of Computation: A Stochastic Thermodynamics Primer
- Hallucination and Context Filling: A Toy Model
- Mechanistic Interpretability: Part 8 - Circuit Tracing and Insights from SOTA Models
- Mechanistic Interpretability: Part 7 - Induction Heads: The Mechanics of In-Context Learning
- Mechanistic Interpretability: Part 6 - Neural Network Circuits: Taxonomy and Attention Patterns
- Mechanistic Interpretability: Part 5 - Validating Learned Features and Circuits
- Mechanistic Interpretability: Part 4 - Mathematical Framework for Transformer Circuits
- Mechanistic Interpretability: Part 3 - The Spectrum of Polysemanticity and Monosemanticity
- Mechanistic Interpretability: Part 2 - The Superposition Hypothesis and Dictionary Learning
- Mechanistic Interpretability: Part 1 - Foundations and the Circuits Paradigm
- Scaling Law of LLM Hallucination