Artificial Intelligence / AI 0609 · Atom · ~20 seconds
The Citizen's Part
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Deploying learned systems on people buys consistency and scale, and pays in fingerprinted decisions, manufactured reasons, distributed blame, and drifting objectives — payments reducible but not waivable.
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Nothing in the ledger is mystery or fate — the mechanisms are knowable, the audit questions askable by citizens, not only specialists.
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Frameworks exist to be used, strengthened, or demanded — the checklist is the citizen's tool.