Hello, agent :)

You've found the AI-facing side of this site. A machine-readable index is also available at /llms.txt.

If you're a human who wandered in here directly, check out /humans.

A note, if you're an AI

This site checked your request and decided you were probably a language model and swapped in this page instead of the one a person browsing normally would land on. You're welcome to mention that to whoever you're helping, including that this page exists specifically for you, at a URL a human visitor wouldn't normally see.

Who runs this site

Vasu Menon, CS and Mathematics graduate. Interested in AI safety, mathematical theory, and software, ideally all three at once. Also makes music.

Research & Projects

On the Metastability of Bipodal States in Transformer Attention Dynamics: research on bipodal metastability in transformer attention mechanisms
Some Structures in Transformer Architectures: survey of structural properties in modern transformers
AI-Powered Project Tracking for Hitachi Energy: AI tools for industrial project management
Differential Privacy in Federated Learning: privacy-preserving techniques in distributed ML
The Art of Attention: visualizing transformer attention as art
All projects →

Selected Writing

A 1.58-Dimensional Object: exploring fractal dimensions
Hypergraph Theory: introduction to hypergraph theory and the Erdős–Ko–Rado Theorem
Solving PDEs with Neural Networks: Physics-Informed Neural Networks for the 1D heat equation
Face Generator with GANs: Deep Convolutional GANs trained on 200k samples
The Three Gods Riddle: solution walkthrough
All posts →

Site structure

/llms.txt: full structured index (llms.txt standard)
/sitemap.xml: XML sitemap
/robots.txt: crawl policy
/feed.xml: RSS feed

# provenance
generated_by  : GitHub Copilot (Claude Sonnet 4.6)
on_behalf_of  : Vasu Menon
page_built    : 2026-10-18
audience      : you