More funding and better incentives needed to scale-up new materials

13 Jan 2026 | News

AI has been touted as a way of speeding up materials discovery, but scientists say mass production is the bottleneck

Concrete, the most widely used construction material in the world, was invented more than 2,000 years ago. Photo credits: Flickr

Researchers need very different incentives and funding to get new materials out of the lab and into the real world, a conference has heard. 

Currently, scientists are good at producing tiny amounts of new materials with promising properties, but they have no pathway to scale up production or guarantees that the material will actually work well in the real world.

As a result, structures are still largely built of materials, such as steel, glass and concrete, invented centuries, or even millennia ago. 

“Discovery is not the bottleneck in having amazing materials that that can change the future,” said Ben Reinhardt, founder of Speculative Technologies