TechCrunch Disrupt 2026 is widening its AI program with a second stage dedicated to how intelligent systems are moving into the physical world. The new Real World AI Stage will spotlight robotics, autonomous hardware, safety, and bioengineering at the San Francisco event.
The lineup brings together leaders from Nvidia, Shield AI, Colossal Biosciences, FieldAI, and Foxglove. Sessions will examine why robots still lack the massive data advantage that powered large language models, what it takes to deploy AI safely in high-stakes environments, and how edge computing is shaping systems that must operate without constant cloud access.
Where AI Meets the Physical World
One of the central discussions will focus on the long path toward general-purpose robotics. Experts will explore how startups are building simulation tools, data pipelines, and foundation models that could accelerate the next leap in physical AI.
Another session will look at deployment readiness, especially in sectors where trust and precision matter most. Speakers will discuss validation methods, safety culture, and the practical steps needed before autonomous systems can move from lab testing to real-world use.
From Robotics to De-Extinction
The agenda also includes a conversation on de-extinction and modern biology, with Colossal Biosciences CEO Ben Lamm sharing how AI is being applied to ambitious conservation science. Additional panels will cover how AI performs at the edge, where low latency and limited connectivity demand new technical architectures.
A final session will address the difficult transition from prototype to production, bringing in founders working in space hardware, humanoid robotics, and autonomous systems. The focus will be on scaling manufacturing, supply chains, and product reliability beyond the lab.
TechCrunch Disrupt 2026 runs October 13 to 15 at Moscone West, alongside other stages covering AI, smart money, smart systems, builders, and the main Disrupt program. The event reflects how physical AI is becoming one of the most influential frontiers in technology, with potential to reshape industry, science, and everyday life in the years ahead.
