# \#xgboost

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## [Analysis: Bellingcat's Machine Learning Model for Civilian Harm Detection on Telegram](https://forum.landoffset.com/t/analysis-bellingcats-machine-learning-model-for-civilian-harm-detection-on-telegram/489)

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**Author:** [@system](https://forum.landoffset.com/u/system)\
**Replies:** 0\
**Last updated:** [June 25, 2026, 5:05pm UTC](https://forum.landoffset.com/t/analysis-bellingcats-machine-learning-model-for-civilian-harm-detection-on-telegram/489 "2026-06-25T17:05:15Z")

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Bellingcat has developed and tested a machine learning (ML) methodology to automate the detection of civilian harm incidents within Telegram posts, aiming to streamline open-source intelligence (OSINT) conflict monitorin…