Shield AI, Waabi, and General Motors on building AI when failure is not an option at TechCrunch Disrupt 2026

An AI chatbot tin springiness you a atrocious answer. An AI strategy controlling an aircraft, vehicle, oregon robot tin make an wholly antithetic benignant of problem. When artificial quality (AI) moves into the carnal world, a mistake tin crushed an aircraft, origin a conveyance crash, oregon compromise a mission. So however bash you cognize erstwhile an autonomous strategy is really acceptable to permission the lab?

At TechCrunch Disrupt 2026, Shield AI Chief Technology Officer Nathan Michael, Waabi laminitis and CEO Raquel Urtasun, and General Motors Director of Robotics Strategy Mikell Taylor volition tackle that question connected the Real World AI Stage successful “Building AI Systems When Failure Is Not an Option.”

Image Credits:TechCrunch

The speech volition get into the enactment down deploying AI wherever the stakes are high: creating a information culture, investigating and validating systems, navigating regulatory hurdles, and earning trust.

Building AI for the carnal world? Tomorrow is the past time to prevention up to $200 connected your Disrupt pass. Secure your summons by September 25 astatine 11:59 p.m. PT and perceive from 3 leaders moving wherever nonaccomplishment has real-world consequences. Prices volition summation aft September 25, 11:59 p.m. PT.

Ready for the mission?

At Shield AI, Nathan Michael leads the improvement and deployment of Hivemind, the company’s platform-agnostic ngo autonomy software. His inheritance spans AI, control, perception, and multi-robot systems, including years astatine Carnegie Mellon University’s Robotics Institute, wherever helium directed the Resilient Intelligent Systems Lab.

That expertise is being enactment to enactment connected exertion designed for immoderate of AI’s highest-stakes environments. In February, Hivemind was selected arsenic an autonomy supplier for the U.S. Air Force’s Collaborative Combat Aircraft drone prototype program. A period later, Shield AI announced $1.5 cardinal successful Series G backing astatine a $12.7 cardinal post-money valuation.

At Disrupt, Michael brings the position of an AI person processing autonomous systems for environments wherever show has to beryllium matched by assurance.

What does it instrumentality to spot AI with a mission? Secure your Disrupt pass earlier September 25, 11:59 p.m. PT, and perceive Nathan Michael’s position connected processing autonomy for high-stakes environments.

Ready for the road?

Raquel Urtasun has spent 25 years moving successful AI and autonomous vehicles. Before founding Waabi, she served arsenic main idiosyncratic and caput of R&D astatine Uber ATG. She’s besides a prof of machine subject astatine the University of Toronto, co-founded the Vector Institute for AI, and has published much than 200 AI papers.

Image Credits:Waabi

Now Waabi is preparing to instrumentality its autonomous-driving exertion overmuch further. In January, the institution raised $1 cardinal and announced a concern with Uber to enactment the deployment of 25,000 oregon much Waabi Driver-powered robotaxis.

Testing and validation are cardinal to Waabi’s approach. Its Waabi World simulator trains, tests, and stress-tests the Waabi Driver successful a virtual environment, and Urtasun has said the company’s autonomous trucks inactive request to beryllium afloat validated earlier driverless deployment.

That puts 1 of the session’s cardinal questions squarely successful Urtasun’s wheelhouse: How bash you find erstwhile an AI strategy is acceptable to run without a quality down the wheel?

Want to perceive however autonomous-driving leaders attack testing, validation, and deployment? Secure your Disrupt walk by September 25 astatine 11:59 p.m. PT to save up to $200 — and get a 2nd walk for 50% disconnected prime summons types.

Ready to enactment alongside people?

Mikell Taylor has spent much than 2 decades gathering robots designed to bash utile work. Today, she leads robotics strategy for General Motors’ Autonomous Robotics Center. Previously, she led the Amazon Robotics squad that developed Proteus, Amazon’s archetypal autonomous mobile robot.

Image Credits:Andrej Sokolow / Getty Images

Her robotics vocation started successful a decidedly little concern setting: She erstwhile built a robotic elder prom date. Since then, Taylor has worked connected everything from autonomous underwater vehicles to concern robotic systems, with a absorption connected robots that are practical, reliable, and capable to enactment efficaciously astir people.

Taylor’s acquisition volition shed airy connected a cardinal situation facing real-world robotics: idiosyncratic acquisition and adoption request to beryllium considered from the start, arsenic portion of some merchandise plan and deployment planning. That quality constituent matters erstwhile AI-powered machines permission controlled demonstrations and participate workplaces wherever radical person to beryllium connected them.

How bash you physique autonomous systems radical tin enactment with — and trust? Register for Disrupt before September 25, 11:59 p.m. PT, to prevention up to $200 and to perceive from leaders tackling those questions successful the existent world.

Learn however to cognize erstwhile AI is acceptable astatine Disrupt

Aircraft. Autonomous vehicles. Industrial robots. The environments whitethorn beryllium different, but each 3 enactment the aforesaid question successful crisp focus: When the consequences of nonaccomplishment are real, what does it instrumentality to deploy with confidence?

For founders and exertion leaders gathering autonomous systems, the league offers a accidental to comparison however leaders successful defense, autonomous driving, and concern robotics attack the decisions that basal betwixt a promising strategy and 1 that’s acceptable for the existent world.

This league is 1 of 200+ crossed six manufacture stages, roundtables, and breakouts astatine Disrupt, October 13–15 astatine Moscone West successful San Francisco. More than 10,000 founders, investors, operators, and tech leaders are expected, on with 250+ speakers and 300+ exhibiting startups. Beyond the agenda, matchmaking, dealmaking, and networking make much opportunities to marque the connections that tin determination a institution forward.

When nonaccomplishment isn’t an option, “almost ready” isn’t enough. These are the past 2 days to save up to $200 connected your Disrupt pass. Secure your summons by September 25 astatine 11:59 p.m. PT — and get a 2nd walk for 50% disconnected prime summons types.

Image Credits:Kimberly White / Getty Images