#ai

Human Value and the Local Adaptation Bottleneck

As models become smarter, faster, and cheaper, human value remains in accountable judgment, intent translation, bounded authority, and relationship value—and deployment often depends on adapting systems locally, cheaply, and reliably.

8 min read