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That is: we don’t—we can’t—remember everything. Humans are at least as lossy as AI is, but the details we keep matter. Two people can attend a party and leave with entirely different impressions; 300 million can witness the same election and debate whether a fraud or landslide has occurred. A photograph says more about its creator than its subject.... See more

Value capture occurs when an agent’s values are rich and subtle; they enter a social environment that presents simplified — typically quantified — versions of those val-ues; and those simplified articulations come to dominate their practical reasoning. Examples include becoming motivated by FitBit’s step counts, Twitter Likes and Re-tweets,... See more