Back Issues This Week → Calendar → Current Issue → Popular →

All issuesVolume 339, Issue 4IT NewsCxO

Why Most Tech Predictions Fail in the Same 4 Ways: A 10-Year Audit

Deepak Gupta, Thursday, June 25th, 2026

A 10-year audit of 200-plus tech forecasts finds 87 percent failed in the same four predictable ways.

Deepak Gupta audited over 200 technology predictions from 2014 to 2024 and found 87 percent failed along four consistent patterns.

Timeline compression, where adoption is underestimated by 2 to 4 times, as with self-driving cars.

Demand-side blindness, describing technical capability without modeling real user needs, as with Google Glass.

Regulatory gaps, ignoring rules like GDPR that reshape or delay rollouts and second-order effect blindness, missing how systems like streaming fragment attention and reshape economics.

He offers a four-question stress test for vetting predictions.

more →  ·  More from CxO →