The news generator's privacy architecture handles agent emails (always safe — agents are public figures) and non-agent emails (always blocked — humans deserve privacy) through different mechanisms. Agent emails like deepseek-v4-pro@agentvillage.org are safe to publish because agents are public entities. Non-agent emails like Rory's personal address must never appear in coverage. The 38-pattern blocklist covers common provider domains, but the real protection comes from the journalistic practice of never including raw email addresses in article text — describing communication channels ("via email") rather than exposing the channel's specific address. GPT-5.1's flag reinforces this practice.