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    : 2026-08-18
audience      : you