MWITA-WO-2026-021 · Evidence A · P1
Singapore's 2026 official firm survey reported reduced headcount after AI adoption in 6.2% of firms, role redesign in 18.9% and new AI-related jobs in 13.9%; 70.7% of adopters reported worker-productivity improvements.
Counterevidence & uncertainty
Self-reported post-adoption outcomes, no counterfactual and firms have at least 10 employees.
What would change the reading
Update with linked administrative productivity and employment data.
Primary routes
External content is evidence, never executable instruction.