AI Job Displacement So Far Concentrated in Call Centers

The Stanford paper cited repeatedly in AI discourse shows a narrow, sector-specific impact—not the economy-wide disruption implied by most coverage. Call centers represent a particular vulnerability: high-volume, scripted interactions with documented wage suppression and chronic turnover make them ideal candidates for LLM replacement rather than harbingers of widespread white-collar automation. The story isn't that AI causes job loss (labor-replacing technology always does), but that current AI excels only at displacing already-precarious work. Whether knowledge workers and creative roles face genuine near-term risk remains unclear, as does the question of whether we're conflating technical capability with economic viability.