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DavidAgain comments on Deception detection machines - Less Wrong
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To me it sounds like the full information provided to avoid being incomplete would be so immense and complex that you'd need another AI just to interpret that! But I may be wrong.
The data is immense, but the deeception detector's job involves only applying simple rules. It's effectively a compressor that compresses the AI logs down to "utility functions + search parameters" which is small enough to be inspected directly.