A system trained to eliminate coordinated inauthentic behavior
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53 A system trained to eliminate coordinated inauthentic behavior may wrongly erase a real community whose members use similar language, share devices, organize quickly, or fear identification. The defense must not require every human to become permanently legible. Real-name mandates are not cognitive liberty. Total identity verification can turn the cure into a surveillance system. Better safeguards combine signals and preserve appeal. Disclose automated agents where appropriate. Limit undisclosed mass automation. Preserve provenance for high-impact political and official communication. Give qualified independent researchers access to study coordinated behavior under privacy protections. Require human review before severe penalties. Explain why an account or network was classified. Allow evidence of human control without forcing public exposure of a legal identity. Separate unpopular speech from fabricated participation. A synthetic persona can speak truth. A verified human can lie. Identity labels do not replace evidence. Authenticate the process, preserve the source, and judge the claim. Do not make legal identity the price of public speech. That is why identity labels cannot replace evidence. The goal is not to make every speaker prove humanity before speaking. The goal is to prevent hidden machinery from impersonating public consent. The Throne does not always order people to agree. Sometimes it generates the agreement and waits for people to follow. A SYNTHETIC CROWD IS NOT THE PEOPLE. FFTAC ACTION - Document suspected coordinated inauthentic behavior without doxxing private people. Preserve public evidence, report the machinery, and keep the distinction between claim and proof.