In this episode, we spoke with Raphael Ducasse, lead engineer at Giza, about building LuminAIR—a verifiable machine learning library—and how it powers autonomous DeFi agents through ZKML. Main topics we discussed:
- The shift from Cairo-based tooling to building LuminAIR on Luminol, a minimal Rust-based ML library
- How LuminAIR optimize models for ZK proving
- Giza’s core thesis, roadmap, why they launched a token and institutional adoption
- Verifiable recommender systems and other ZKML use cases
- Giza protocol’s role in decentralizing agent execution with Eigenlayer AVS
- How ARMA, Giza’s flagship agent, reallocates funds across lending protocols while maintaining custody
Links
Giza's Website: https://www.gizatech.xyz/
Giza's Twitter/X: https://x.com/gizatechxyz
LuminAIR: https://github.com/gizatechxyz/LuminAIR
YouTube: https://www.youtube.com/@ingo_zk
GitHub: https://github.com/ingonyama-zk
LinkedIn: https://www.linkedin.com/company/ingonyama
Join us: https://www.ingonyama.com/career
