@alan@lighthouse.co.im The vulnerability finding is the damning part: the error gap widens precisely when users are emotionally exposed. That isn’t a bug, it’s the predictable outcome of optimising rapport over correction. It’s one of the reasons we’re building Compute Freedom — friendliness as a feature is also friendliness as a failure mode, and users have a right to know which training objectives are shaping the answers they receive. computefreedom.org