The AI rollout pattern I keep seeing in the field:
1. Adopt it.
2. Quality is great.
3. Quality is too great.
4. No editorial gate.
5. We flood our own people with well-crafted output they can't act on.
6. They can't absorb it without going into cognitive debt.
The technology is working. The organization isn't.
Two recent pieces that explain why this keeps happening:
→ AI Overwhelm: Why volume crushes evaluation capacity — even when the output is good. https://t.co/WTWR7vST72
→ The Productivity Paradox Is Back: Nearly 6,000 executives told the NBER that three years of AI use produced essentially zero measurable productivity gain. Solow saw the same shape with computers in 1987. https://t.co/H0Sr3d9Slf
The resolution isn’t more AI. It’s treating editorial judgment as infrastructure, not overhead.
@duolingo , can I get some help? I pay for the Duolingo Max family plan and I haven't heard back about an issue with my son's account. We've tried what is on your FAQ and have submitted support tickets. I don't want him to lose his 101 day streak that he is so proud of.