Observed arrival · 2026-09-07
AITEARS, the Workforce Substitutability Calculator
Credibility concern recorded. The source reference remains available for verification and correction.
AITEARS presents a system for scoring how easily each employee role could be reproduced by frontier AI models.
Field notes
The stated workflow connects HRIS, ticketing, and communication systems, breaks observed activity into recurring tasks, and compares those tasks with frontier-model output under matching constraints. Its methodology says roles typically resolve into 40–90 tasks and includes unusually concrete cost inputs such as benefits, equipment, floor space, and manager time. The page also displays claims of 312 deployments, 14.2 million assessments, and $4.7 billion in identified workforce efficiency, none independently verified in the extract.
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