README.md

---
title: Ask My Research
emoji: 🔬
colorFrom: yellow
colorTo: red
sdk: gradio
sdk_version: 5.9.1
app_file: app.py
pinned: false
license: mit
short_description: Chat with Anthony Maio's AI safety research papers
---

# Ask My Research

A RAG-powered chatbot that answers questions about Anthony Maio's AI safety research papers.

## Papers indexed:
- Model Organisms of Supply-Chain Co-option (LotL failure modes)
- Slipstream: Semantic Quantization for Multi-Agent Coordination
- From Verification Failure to Swarm Solution (CMED + HDCS)
- Coherence-Seeking Architectures for Agentic AI

## How it works:
1. Your question is embedded using sentence-transformers
2. Relevant paper chunks are retrieved via FAISS similarity search
3. An LLM generates a response grounded in the retrieved context
4. Citations show exactly which papers/sections informed the answer

Built by [Anthony Maio](https://making-minds.ai) | [Research](https://making-minds.ai/research)