1h ago

AI Risk Literacy Needs Real-Time Flags at Moments of User Interaction

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Original post
OPChhavi Yadav#1301Chhavi Yadav@CHHAVIYADAV_

We use a principled taxonomy of harms to identify patterns such as : overconfidence , manipulation, anthropomorphization, emotional steering and misleading framing. Then we provide contextual, real-time flags directly in the interface.

9:53 AM · May 21, 2026 View on X
REPLYChhavi Yadav#1301Chhavi Yadav@CHHAVIYADAV_

One thing we realized while building this: AI-Risk literacy can’t just be taught through courses or policy papers. It has to happen at the moment of interaction.

When users are emotionally engaged. When trust is forming. When decisions are actually being made.

Chhavi YadavChhavi Yadav@chhaviyadav_

We use a principled taxonomy of harms to identify patterns such as : overconfidence , manipulation, anthropomorphization, emotional steering and misleading framing. Then we provide contextual, real-time flags directly in the interface.

4:53 PM · May 21, 2026 · 33 Views
4:53 PM · May 21, 2026 · 15 Views
AI Risk Literacy Needs Real-Time Flags at Moments of User Interaction · Digg