University of Illinois Chicago

“A team at the University of Illinois asked whether self-evolving agents forget, and found that adapting to new work costs them the old... They labeled the process non-monotonic.”

“University R&D funding is 'being increasingly threatened by puerile politics.' Given that Revolution Medicines (Third Rock, University of Illinois) and Moderna (Flagship Pioneering) both trace directly to academic research”

“ProGAL-VLA introduces a verification bottleneck that forces every action to be anchored to a specific, confirmed 3D entity before execution, yielding dramatic robustness gains and the first principled mechanism for robots to say 'I don't understand — please clarify.'”