THE FRONTIER SIGNALS
THE EVIDENCE LEDGER

Is AI adoption rising alongside reported incidents?

Survey adoption is not productivity; recorded incidents are sensitive to reporting.

measured

What was claimed?

The 2026 AI Index reports 88% organizational adoption and 362 recorded incidents for 2025.

What does the evidence support?

Independent evidence, scope limited

Deployment and societal effects deserve attention alongside benchmark scores.

What are the limits?

Survey adoption is not productivity; recorded incidents are sensitive to reporting.

Claim or evidence date: 2026. Last verified: .

Stanford HAI · 2026 AI Index ↗

Colors classify evidence; they do not rank truthfulness. Explore hype versus reality →