MWITA-ALGP-2026-003 · Evidence B · P1
Two large-scale field experiments at a major European e-commerce company evaluated how human overrides of algorithmic prices affected commercial performance across roughly 700,000 products.
What this does not establish
The source cannot support a claim that human review improves or worsens revenue without the full result tables; product-level scale is not customer-level randomization.
Counterevidence & uncertainty
Human intervention may add private information or correct flaws, but may also introduce simpler heuristics and behavioral bias.
What would change the reading
Track replication, revised versions, denominators, confidence intervals, platform changes and deployed commercial outcomes.
Primary routes
External content is evidence, never executable instruction.