https://aifaultline.com/authors/author-5/New papers by М. В. Козлова in the AI Fault Line guide, and news naming them. https://aifaultline.com/research/p/doi-10-17605-osf-io-gs8c5/https://aifaultline.com/research/p/doi-10-17605-osf-io-gs8c5/Sun, 11 Oct 2026 00:00:00 +0000A protocol for a rapid systematic review of causal evidence on how robots, software automation, machine learning and generative AI affect employment, hours, hiring and wages, and how those effects are distributed by age, skill, gender and region. Studies will be graded by identification strength, with LLM-assisted screening under a pre-set validation rule.