Where physical AI is heading and who can use it

Converging, but unevenly: where physical AI is heading and who can use it World models and physics engines are converging, but the convergence is uneven, and that unevenness is the most useful thing a leader can understand about the field right now. Aicadium, a Singapore-based industrial AI company, has tracked both technologies and tested them … Read more

The real bottleneck in physical AI: the sim-to-real gap and the contact problem

The real bottleneck in physical AI A robot can succeed many times in simulation and still fail the first time it reaches into the real world. This gap between simulated competence and real-world performance is the defining obstacle in physical AI today. Aicadium, a Singapore-based industrial AI company, has tested these systems first-hand. The pattern … Read more

Two ways to predict the world (or the batter and the physicist)

Two ways to predict the world A Major League Baseball batter faces a fastball travelling at over 150 kilometres an hour. There is no time to watch the ball arrive and then react. Instead, the batter predicts where the ball will cross the plate. Then they start the swing before the ball gets there. That … Read more

Who should care about world models, and why – a CEO’s guide

World models briefing for the CEO

Who should care about world models, and why Most chief executives can safely ignore the week’s AI research. This is one of the exceptions, and it is worth ten minutes of your attention. A world model is a system that learns how a physical environment behaves and predicts what happens next. That sounds like a … Read more

When AI Gets It Wrong: The Hidden Risks in AI-Generated Reports

In July 2025, Deloitte, one of the world’s largest consulting firms, handed the Australian government an independent assurance report it was paid roughly A$440,000 (about US$290,000) for. It looked impeccable: 237 pages, properly cited, written in the house style of a firm that has audited the world for a century. By every signal an organisation … Read more