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Industry certification can close the gap: combining degrees with Microsoft AI‑900 raises alignment by 9,296% in some cases. https://arxiv.org/abs/2506.04588 https://learn.microsoft.com/en-us/credentials/certifications/azure-ai-fundamentals/?practice-assessment-type=certification
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In contrast, programming, clerical, and marketing positions face higher disruption risk. https://www.theguardian.com/business/2025/aug/14/ai-artificial-intelligence-jobs-cleaning-construction-hospitality-australian-report
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Listen, the Crested Pigeon perched on the branch is singing! Elegant and mysterious, its cooing is the melody of nature, while its wings shimmer with a rainbow-like iridescence, inviting you to experience the tranquility and beauty of the Australian wilderness. The Crested Pigeon is a distinctive bird native to Australia, commonly found in open woodlands, grasslands, and urban areas. #crestedpigeon #bird #didyouknow
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