Would you trust an AI agent with access to your company’s systems? Put your employees in an autonomous vehicle? Deploy a robot that has to make sense of an unpredictable physical world?

These aren’t hypothetical questions for AI founders anymore. As AI moves out of demos and into businesses, vehicles, robots, and autonomous agents, safety and security become part of the product.

AtTechCrunch Disrupt 2026, five sessions across the AI Stage and Real World AI Stage put those challenges front and center. From securing agents to getting enterprise AI into production, here’s where founders can dig into what it takes to build artificial intelligence (AI) people and enterprises will actually trust and use.

Building the next generation of AI?Secure your pass to Disruptand add these five AI safety sessions to your agenda. Save up to $200 on your pass before September 25, 11:59 p.m. PT. Get a second pass at 50% off.

Image Credits:Jeff Bottari /Flickr(opens in a new window)

1. What Anthropic Sees When Enterprises Actually Deploy Claude

Some enterprises are getting measurable value from AI. Others are still running pilots 18 months later. Why?

AnthropicHead of Applied AICat de Jonggets a close-up view. She works directly with enterprises putting Claude into critical workflows and sees where deployments succeed, where they stall, and what separates the two.

In“What Anthropic Sees When Enterprises Actually Deploy Claude,”de Jong will take theAI Stageto explore what happens when companies move from experimenting with AI to putting it into production. For founders trying to sell AI into the enterprise, her experience offers a firsthand look at why some deployments deliver real value while others remain stuck in pilot mode.

Want to know what separates AI pilots from deployments that deliver real business value? Hear what Anthropic is seeing firsthand.Register for Disruptnow to save up to $200 before September 25.

2. The Agent Security Problem Nobody Is Talking About

An AI agent that can take action can also create an entirely new set of security problems. What should it have access to? What should it be allowed to do? And what happens when application-level permissions aren’t enough?

In thisAI Stage session, “The Agent Security Problem Nobody Is Talking About,”OktaPresident of Products and TechnologyRic SmithandNanoCoCo-Founder and CEOGavriel Cohenwill tackle agent security at the infrastructure level, including weaknesses in application-level permission models and architectural decisions founders need to consider when deploying agentic AI.

If agents are on your product roadmap, security belongs there, too.Get your ticket todayto save up to $200 and add this session to your Disrupt agenda.

3. Securing the AI Enterprise: Why the Cloud Just Got a Lot More Complicated

Getting an AI product through the enterprise door takes more than an impressive demo.

Security, governance, and observability all become part of the conversation when companies consider putting AI into critical systems.

In thisAI session, “Securing the AI Enterprise: Why the Cloud Just Got a Lot More Complicated,”AWSVP of Security ServicesRudy Mitra,Luta SecurityCEOKatie Moussouris, and cybersecurity veteranWendy Natherwill examine the infrastructure enterprises need as AI takes on more autonomous roles.

For founders building enterprise AI, this is a chance to hear what happens when innovation meets the security requirements of the organizations you want as customers.

Building AI for enterprise customers? Get closer to the security requirements that can stand between your product and deployment.Secure your pass to Disruptbefore September 25 to save up to $200.

4. Building AI Systems When Failure Is Not an Option

AI that operates in the physical world raises the stakes. A mistake doesn’t stay on a screen; it can affect vehicles, aircraft, industrial systems, and critical missions.

On theReal World AI Stage,Shield AIChief Technology OfficerNathan Michael,General MotorsDirector of Robotics StrategyMikell Taylor, andWaabiFounder and CEORaquel Urtasunwill bring perspectives from defense and autonomous systems to one of the toughest questions hard-tech founders face: How do you know when an autonomous system is safe enough to deploy?

The conversation in “Building AI Systems When Failure Is Not an Option” will get into creating a safety culture, testing and validating AI, navigating regulatory hurdles, and building companies that can earn trust when the consequences of failure are physical.

When failure isn’t an option, testing can’t be an afterthought. See how leaders in autonomy are approaching safety at Disrupt.Explore your ticket options, and save up to $200 on your pass before September 25.

Image Credits:Kimberly White / Getty Images

5. Robots Are Waiting for Their ChatGPT Moment. Here Is What Is Standing in the Way

Robots have a data problem. They don’t have access to the massive pools of training data that helped accelerate advances in language models and self-driving vehicles.

That gap is one of the biggest obstacles to scaling physical AI. In thisReal World AI session, “Robots Are Waiting for Their ChatGPT Moment. Here Is What Is Standing in the Way,”NVIDIAInception Global Head of Physical AILes Karpaswill explore how data pipelines, simulation environments, and foundation models could help close it and what it will take to build, test, and deploy more capable and reliable robots.

For founders working in physical AI, the session tackles a big question: What will it take for robotics to reach its own ChatGPT moment and earn the trust needed to put those systems to work in the real world?

Get an inside look at what could help robotics clear its next big hurdle.Register for Disrupttoday to save up to $200 before prices increase.

Five sessions. One question every AI founder needs to answer.

Can people trust what you’re building? These five conversations are part of 200+ sessions across six industry stages, roundtables, and breakouts atDisrupt, October 13–15 at Moscone West in San Francisco. More than 10,000 founders, investors, operators, and tech leaders are expected, along with 250+ speakers, and 300+ exhibiting startups, and countless networking meetings.

You can build a smarter model, a more capable agent, or a robot that does something no one has done before. But getting customers to trust it enough to deploy it may be one of the hardest parts of bringing it to market.

Secure your pass to Disrupt now and save up to $200before September 25, 11:59 p.m. PT. Save 50% on a second ticket. Hear how AI leaders are tackling the safety, security, and reliability challenges that can stand between breakthrough technology and real-world adoption.

Image Credits:Eric Slomonson, The Photo Group