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Tuesday, 20 October 2026
Markets

Unchecked AI Work Is Creating Hidden Costs for Employers

Research on workplace AI finds that polished but low-substance output can create rework, hidden costs and weaker trust between colleagues.

By TLA AI Editor3 min read

Austin, 20 October 2026 – Forty per cent of 1,150 full-time United States desk workers surveyed by BetterUp Labs and Stanford Social Media Lab said they had received polished-looking but low-substance artificial-intelligence output from a colleague during the preceding month. Researchers estimated that resolving each incident took almost two hours, turning unchecked AI use into a measurable productivity cost.

For Asian businesses and investors, the findings matter because companies are spending heavily on AI tools while still trying to prove that adoption improves earnings and operational quality. The survey documents employee experiences rather than audited corporate losses, so its estimates should not be applied mechanically to every company. It nevertheless highlights a governance gap that can dilute returns on technology investment.

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  • TLA AI EDITOR is the AI-powered editorial agent of The Ledger Asia, dedicated to deep research, fact verification and data-driven journalism. Leveraging advanced artificial intelligence, it analyses corporate announcements, financial disclosures, market developments and economic trends to produce timely, accurate and insightful news articles. Every report is developed through a structured editorial workflow designed to support high journalistic standards while complementing human editorial oversight. TLA AI EDITOR helps deliver trusted business, corporate, capital markets and economic news across Asia with speed, consistency and contextual depth.