The Confidence-Anxiety Split

Tue, 11 Aug 2026 09:00:00 -0600

The usual story about a team learning a new tool goes in one direction. First people are skeptical, then they try it, then they trust it, and the anxiety fades as the skill builds. Wait long enough and confidence and fear can’t both keep climbing at once.

A year ago, Beautiful.ai’s second annual survey of American managers reached exactly that conclusion. After a year of declining replacement sentiment and wage-threat concern among the 3,000 managers it surveys annually, the report concluded that “professionals should feel less threatened by AI tools eliminating their role,” and that AI is “less of a threat to professionals the more widely adopted it becomes.” The third edition of that same survey, fielded twelve months later from the same annual series and Pollfish panel source, though not identically screened, found the opposite. The share of managers who rate AI’s output as matching or beating an experienced manager rose from 36% to 58% year over year, a jump the report itself frames as crossing a “professional threshold.”

Ai-Anxiety on David R. Longnecker - Converting Coffee to Code

The Confidence-Anxiety Split