AI in a Microscopic Frame: Contest Video Sparks Wide Debate

The Small World In Motion contest has long showcased the hidden wonders captured by powerful microscopes. A 30‑second video submitted by Dr Ning Xu of Tsinghua University, portraying the beating of cilia in a young child’s airway, won the 2026 competition. Yet the win has been challenged when other scientists claim the footage appears to have been altered by artificial intelligence.
Xu has rejected the allegation that generative AI was used to create the image. He says that AI was only employed in the post‑processing phase to enhance contrast and distinguish features, which is permitted by Nikon’s rules. “AI was not used to generate the experimental movie, the cilia, or their motion,” he says on LinkedIn. He adds, “I complied with all contest regulations.”
However, several experts highlight irregularities. Associate Professor Edward Phelps of Florida University noted that some structures seem to “pop in and out of existence” and that certain cilia appear from nowhere. PhD student Ian Donovan of UT Southwestern spotted a distinctive watermark that could indicate AI generation. Two former judges and other researchers have also voiced doubts about the authenticity of the visual content.
Nikon is reviewing the dispute. “At this time, we don’t see that any rules were violated,” the company said in a statement. It added that Dr Xu is “respectfully complying” with the inquiry and has supplied additional technical documentation. Companion to the allegations, Dr Patrick Hickey—who placed fifth last year—summoned the debate to hold that integrity in scientific imaging is more valuable than the prize money itself. “If you spend a lot of your time in a dark room looking through a microscope, it's really nice to be able to show people and the public,” he said. “This is where art meets science.”
The outcome will shape how future contestants treat AI in scientific imagery, and Nikon promises an update as the investigation proceeds.
















