“Scaling Physical AI for 99.9% Reliable Warehouse Automation” Recent breakthroughs in foundation models and Physical AI have unlocked unprecedented robotic capabilities. While viral demos of humanoids hint at general-purpose machines entering our homes in the near future, the true frontier […]
“Reliable LLM systems for Real-World Data Extraction” Large Language Models show impressive results in demos, but extracting structured data from real-world inputs such as emails, documents, and semi-structured text remains a major challenge in production. This talk focuses on building […]
“Controlling Generative Models through Mechanistic Localization” Understanding and controlling generative models is essential for aligning their outputs with human intent. But what if I tell you that such control can be achieved using less than 1% of the parameters? In […]
