InfoQ - Continuous Architecture https://www.infoq.com InfoQ Continuous Architecture feed Instagram Improves Engagement by Reducing Notification Fatigue with New Ranking Framework https://www.infoq.com/news/2025/09/instagram-notification-ranking/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Continuous+Architecture <img src="https://res.infoq.com/news/2025/09/instagram-notification-ranking/en/headerimage/generatedHeaderImage-1758738378943.jpg"/><p>Meta has introduced a diversity-aware ranking framework for Instagram notifications. The system applies multiplicative penalties to reduce repetitive alerts from the same creators or product surfaces, improving engagement while maintaining relevance and introducing content variety.</p> <i>By Leela Kumili</i> Machine Learning Evolutionary Design Diversity Frameworks Rankings Continuous Architecture AI, ML & Data Engineering Architecture & Design news Mon, 29 Sep 2025 14:00:00 GMT https://www.infoq.com/news/2025/09/instagram-notification-ranking/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Continuous+Architecture Leela Kumili 2025-09-29T14:00:00Z /news/2025/09/instagram-notification-ranking/en