The Real World of AI: From Robots to Extinct Species

Introducing the Real World AI Stage

At TechCrunch Disrupt 2026, we're taking a bold step forward in how we approach artificial intelligence. What started as a single AI stage has now evolved into two distinct areas of focus — the traditional AI Stage and our new Real World AI Stage. This expansion is not merely a rebranding but a response to the increasing integration of AI technologies into everyday life.

The Real World AI Stage is where we examine how AI isn't just transforming our digital landscapes but also reshaping physical spaces, industries, and even the natural world itself. Our aim is to present a comprehensive look at AI's real-world impact — from autonomous vehicles on city streets to robots in public spaces, and even innovations that might help revive extinct species.

"AI is no longer confined to data centers and cloud servers; it's moving into our homes, workplaces, and environments," said an industry insider at TechCrunch Disrupt 2026. "The Real World AI Stage will show us how that transition is happening right now."

Robots and the Road to General Intelligence

One of the most intriguing topics on the Real World AI Stage is how robotics is approaching its own ChatGPT moment. While large language models revolutionized digital communication, robots have lacked the crucial data needed to achieve similar leaps in intelligence.

This session delves into the challenges faced by robot developers and explores what it will take for physical AI to reach the same level of capability as its digital counterpart. We'll hear from Les Karpas, Head of Physical AI at Nvidia, who will discuss how new data pipelines, simulation environments, and foundation models could trigger a similar explosion in robotic capabilities.

Building Safe Systems in High-Stakes Environments

As AI systems begin to operate in high-stakes scenarios — from autonomous vehicles to defense technologies — the question of safety becomes paramount. This session focuses on how companies can build trust when failure isn't an option.

Nate Michael, CTO of Shield AI, will lead a discussion on navigating regulatory hurdles and creating a culture of safety in hard tech startups. We'll explore practical strategies for testing, validating, and deploying AI systems where the stakes are high, and the consequences of errors could be severe.

Can AI Bring Back Extinct Species?

Perhaps one of the most controversial topics on the stage is the role of AI in de-extinction efforts. Ben Lamm, CEO of Colossal Biosciences, will share insights into how technology is turning science fiction into reality.

This fireside chat explores not just the technological aspects but also the ethical implications and debates surrounding whether engineering nature's comeback is a conservation breakthrough or a distraction from protecting existing ecosystems. It's a conversation that pushes the boundaries of both biology and ethics.

Operating at the Edge: AI Without Cloud Dependence

The most valuable AI deployments today often operate where the cloud simply can't reach — in remote locations, on vehicles, or even in space. This session focuses on how companies build for these environments.

Leaders from FieldAI, Medra, and Eclipse Ventures will share their experiences in creating systems that work under conditions of limited connectivity, high latency, and zero tolerance for failure. The discussion will cover architectural principles, design decisions, and trade-offs necessary for AI to function effectively at the edge.

From Prototype to Production: Scaling Real-World AI

The journey from a prototype to a production-ready product is often the most difficult in the tech world. This session brings together founders who have successfully navigated that gap — particularly in sectors like space hardware, humanoid robotics, and autonomous systems.

John Mackey, Boris Sofman, and Adrian Macneil will share their insights on what went wrong, what they would do differently, and the realities of bringing prototypes into manufacturing. It's a practical look at how startups can scale their innovations beyond the lab and into the real world.

Why This Matters: The Broader Impact

The Real World AI Stage isn't just about showcasing technologies — it's about understanding the human implications of these advances. These sessions will help attendees grasp how AI is shaping not only our future but also the very fabric of society.

From ethical dilemmas in biotechnology to safety concerns in robotics, the discussions on this stage are designed to provoke thought and inspire action. They're essential for anyone looking to understand where AI is heading next — and what we need to do to ensure that growth aligns with our values.

We're excited to see how these real-world applications of AI will evolve at TechCrunch Disrupt 2026. Whether you're a founder, investor, or tech enthusiast, this stage promises to deliver valuable insights into the rapidly changing landscape of artificial intelligence.