Talks

On-device GenAI

• Enabling Frontier AI Experiences on the Edge

  Fartash Faghri

• Scaling Down: Optimizing Foundation Models for Edge Deployment

  Zechun Liu

Agentic AI

• Towards Principled Design of SLM Agents for Edge Devices

  Kangwook Lee

  Edge Gen AI

Quantization

• Training Models in Low Precision: the Promise, the Limitations, and the Scaling Laws

  Dan Alistarh