WorkJuly 11, 2026via Forbes Innovation
The Biggest AI Risk Isn’t Hallucinations. It’s Skill Decay.
Why it matters
As AI systems handle more critical workflows, over-reliance on automation risks eroding human expertise needed for oversight, validation, and emergency decision-making. This is becoming a governance and safety issue that boards need to address.
Key signals
- Article challenges hallucination as primary AI risk narrative
- Identifies skill decay as long-term organizational threat
- Centers on human expertise maintenance in AI-integrated workflows
- Published in mainstream business media (Forbes)
- Frames as safety governance issue, not technical capability issue
The hook
Everyone is focused on hallucinations. Nobody is talking about skill decay—the real threat to safe AI deployment.
AI hallucinations matter, but skill decay may be the greater long-term risk. Why maintaining human expertise is essential for safe AI deployment.