Feature-Space Geometry
Where a ResNet's per-layer feature geometry collapses under OOD shifts and adversarial attacks — interactive, on real evaluation data.
Release ledger / current
Software
releases.
Software you can use or inspect. Each entry links to the live demo or its source.
08 available releases
Newest releases first
Browser TRNG
A hyperchaotic random number generator that harvests entropy from ambient sound — chaotic-map lattice, SHA-256, NIST-style tests, all client-side.
Viyog — OOD vs Adversarial Detector
Upload an image and watch a training-free, gradient-free detector tell an out-of-distribution input apart from an adversarial one, live in your browser.
AI Loop Automation
Claude Code and ChatGPT review each other's work in a file-based agent loop — or plan, build, test, and open a PR on their own.
Make Presentation Simple
Drop in a PDF, get an AI-generated slide deck — fully serverless on Lambda, Step Functions, S3, and DynamoDB.
Nandi — SLM Research Assistant
A PDF Q&A chatbot pitting direct prompting against RAG across model sizes, to see the accuracy/latency tradeoff.
VLM Presentation Pipeline
A PDF-to-JSON pipeline using vision-language models via SGLang, rendered into a lightweight client-side deck.
DrDNA — Silent Data Corruption Detection
Drag the detection threshold over 3,596 real ResNet-18/CIFAR-10 runs and watch a single bit flip get caught, live.