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AI alignment achieved through governed meaning objects rather than weight optimization. Goals have explicit definitions, constraints, and relationships that can be verified, unlike implicit goals embedded in model behavior.
Traditional alignment: 'the model seems helpful.' Semantic alignment: 'the model references helpfulness object H₁, which is defined as [X], governed by [Y], and verifiable via [Z].'
SGAI Section 3