@jdp23Jon Thank you so much for this thoughtful feedback and for the paper reference! I'll definitely read Sarah Gilbert's work.

You raise excellent points I hadn't fully considered:

• On notifying reporters: The malicious reporting scenario is a real concern. I like your suggestion of treating reports from within the community differently from forwarded reports. We should think more carefully about what information to share and with whom.

• On LLM usage: That's a fair criticism. The bias issue is something we need to take seriously. Perhaps the LLM should only assist moderators as a reference tool, not be exposed to reporters or reported users directly. I'll look into DAIR's work on this.

• On cross-instance forwarding: Absolutely agreed; this should be opt-in by the reporter, not automatic. I'll update the spec to make that explicit.

I'd love to connect with the Princeton researchers if they're open to it. And thank you for taking the time to share your experience: this is exactly the kind of input we were hoping for.