https://aifaultline.com/authors/salwa-ashraf/New papers by Salwa Ashraf in the AI Fault Line guide, and news naming them. https://aifaultline.com/research/p/doi-10-63544-ijss-v5i5-339/https://aifaultline.com/research/p/doi-10-63544-ijss-v5i5-339/Sun, 11 Oct 2026 00:00:00 +0000A descriptive synthesis of 2020-2025 evidence on AI adoption, occupational exposure and workplace studies. It finds productivity gains in specific tasks such as customer support and writing, but argues that exposure does not equal job loss and task-level gains cannot be read as national productivity growth.