"We pushed our detection limit down to the brown dwarfs of the cluster, which are the smallest stars that can form!" ...

To find out, scientists used telescopes in space and on the ground. They observed the star in wavelengths invisible to the human eye. What they saw couldn't be explained by a Dyson swarm.