
- HumanCenteredAI
- Case Study
- AI
The Machine Gave Me Homework
I built an AI tool to preserve my writing voice. Instead, it taught me more about my writing habits, editorial decisions, and what makes words our own.
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I built an AI tool to preserve my writing voice. Instead, it taught me more about my writing habits, editorial decisions, and what makes words our own.

AI makes building easy. The harder problem is creating a system that preserves context, supports judgment, verifies work, and learns over time.

We cannot predict every way an AI agent might interpret us. The guardrail belongs where interpretation becomes a consequence.

B2E AI adoption fails when teams design around personas instead of functions, risks, trust barriers, and human control points.
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