Imagine booking a driverless car to meet you at the airport, take you to dinner, or run your kids to school as easy as turning on a light switch. That day may not be as far away as you think.
The question is no longer whether autonomous driving can work. Today, it is how to roll it out safely, commercially and at scale.
At YPO EDGE 2026 in Sydney, Pony.ai Founder and CEO James Peng took to the stage to address this turning point — from technical breakthrough to real-world deployment.
That shift is being driven by what Peng describes as a moment of convergence. “Why now,” he asks. “Because the technology, infrastructure and regulation have matured, and we are reaching a global inflection point.”
One company already operating at that intersection is Pony.ai. Founded in Silicon Valley in 2016, it initially focused on U.S. development but quickly shifted its efforts toward China’s rapidly evolving market. Today, it operates fully driverless services in major cities such as Beijing and Guangzhou, showcasing the transition from early innovation to large-scale operation. For Peng, the change rests on a simple logic: Autonomy will be adopted only when it is trusted.
Trust built on safety
That trust, Peng argues, would be earned through measurable improvements in safety. “Safety is the prerequisite for everything,” he adds.
He points to advances in sensing, layered system redundancies and large-scale simulation that allow artificial intelligence (AI) drivers to train for billions of miles in real-world traffic conditions. These systems are now far better at predicting and responding to variable conditions. He also describes a three-step safety response: The system can rely on backup components to continue the journey, pull over if there’s a problem or, if necessary, come to an immediate stop — always moving the vehicle to a safer state.
— James Peng, Pony.ai Founder and CEO share
The result, he says, is autonomous performance around 10 times safer than human-driven vehicles.
And when it comes to real-world deployment, this measurability matters. For Peng, the significance of those gains lay in the fact that they could be clearly verified by regulators and partners — a prerequisite for moving from controlled pilots to services the public can use.
From pilot to public service
That process is already under way. Peng points to the commercial rollout of fully driverless robotaxi services in China, where passengers are already able to hail a ride through standard mobility apps. “This is not a demo,” he says. “This is a real service.”
In that environment, trust is built in live traffic, with every mile adding to the operating history regulators require for further expansion.
Beyond China, pilot programs and partnerships are under way in South Korea, Singapore, the United Arab Emirates, Qatar and Europe. Each follows the same model of controlled introduction and gradual scale, shaped by local regulation.
Scaling the model
Peng explains that scaling autonomous mobility isn’t a sudden, one-size-fits-all rollout. “Start with perhaps 10 vehicles, then scale gradually,” he says — operating first within a defined area, building a record of safe performance and expanding only as regulators and partners gain confidence in the data. Each market moves at its own pace, shaped by local frameworks and public acceptance. The result is a measured, collaborative expansion rather than disruptive overnight change.
The economics are beginning to align as well. Peng notes that the cost of an autonomous ride is already comparable to a human-driven service. With costs approaching parity, broader adoption becomes possible in other regions.
The same technology is also moving into freight, although on a longer timeline. Peng explains that autonomous trucking faces higher safety thresholds and requires national regulatory approval before it can scale, placing it several years behind passenger services. Even so, dedicated truck programs are already in development, pointing to a wider transformation that extends beyond urban mobility.
Reshaping the city
Peng also emphasizes that autonomous mobility could reshape urban life. “Mobility will become a service, not a product,” he predicts. As younger generations become less interested in car ownership, summoning a ride on demand could replace the need for private vehicles. In turn, cities could reclaim space currently used for parking, creating more room for public areas and green spaces. Ultimately, Peng suggests, autonomous mobility won’t just be a technology shift — it will be a cultural one, changing the way we move and how we live in the spaces around us.
The pattern he describes is a slow build rather than a sudden disruption. Prove safety, operate in a defined area, expand as confidence grows. It is a model that depends on long-term collaboration between technology companies, manufacturers, regulators and cities — and one that rewards patience over speed.
For chief executives, the message is clear: The race is no longer to invent the technology, but to earn the trust that allows it to scale.
In that environment, progress depends less on breakthrough moments than on the discipline to prove performance, work with regulators and build long-term partnerships market by market.
YPO members, tune in to The Source to listen to excerpts of Peng’s session from YPO EDGE: Peng, Hui: The Future of Mobility – Integrating Humanity with Autonomous Technology
