Understanding and mitigating bias in gig‑economy algorithms is crucial for ensuring fair labor practices and sustainable platform growth. Zhao’s findings that data‑privacy rules can create win‑win outcomes challenge the assumption that regulation harms business, offering policymakers and industry leaders evidence to shape more equitable transportation systems.
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