Same price, different reason: Probing AI pricing agents for collusion

A hackathon project tested whether a linear probe on AI pricing agents' internal activations can tell apart a collusion cue from an innocent cue when the posted price is identical. On instructed cues across held-out wordings, the probe reached 99% on Qwen models, well above a word-matching baseline.