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R0007/2026-03-19/C007/SRC01/E01

Research R0007 — AI Made Everyone Faster
Run 2026-03-19
Claim C007
Source SRC01
Evidence SRC01-E01
Type Factual

Primary evidence for C007.

URL: See source scorecard

Extract

$12,489 and $5,303 figures confirmed across Fortune, Chicago Tribune, Harvard sources

Relevance to Hypotheses

Hypothesis Relationship Strength
H1 Supports Claim is accurate as stated
H2 Contradicts Dollar amounts differ
H3 Contradicts No such study exists

Context

Confirmed. Housman and Minor (HBS Working Paper 16-057) studied over 50,000 workers across 11 firms. Avoiding a toxic worker saves approximately $12,489 (from turnover costs), while a top-1% superstar adds approximately $5,303. The 2x+ differential is the paper's headline finding.