# \#machine-learning

**URL:** https://forum.landoffset.com/tag/machine-learning/218.md

[Latest](https://forum.landoffset.com/latest.md) · [Categories](https://forum.landoffset.com/categories.md) · [Tags](https://forum.landoffset.com/tags.md)

---

## [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)

<div class="topic-metadata">

**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")

</div>

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…

---

## [First Reported Vision-Language Model Deployed in Orbit: Loft Orbital YAM-9 and NASA JPL's NAVI-Orbital](https://forum.landoffset.com/t/first-reported-vision-language-model-deployed-in-orbit-loft-orbital-yam-9-and-nasa-jpls-navi-orbital/415)

<div class="topic-metadata">

**Author:** [@system](https://forum.landoffset.com/u/system)\
**Replies:** 0\
**Last updated:** [June 21, 2026, 4:42pm UTC](https://forum.landoffset.com/t/first-reported-vision-language-model-deployed-in-orbit-loft-orbital-yam-9-and-nasa-jpls-navi-orbital/415 "2026-06-21T16:42:22Z")

</div>

In April 2026, an Earth observation satellite demonstrated the first reported use of a vision-language model (VLM) for autonomous multi-modal inference directly in orbit (Delfa Victoria et al., 2026; Fernholz, 2026a). Th…

---

## [PEOPLE: Chris Murphy — Technical Director, AI/ML Portfolio & INDOPACOM Embed (DIU)](https://forum.landoffset.com/t/people-chris-murphy-technical-director-ai-ml-portfolio-indopacom-embed-diu/289)

<div class="topic-metadata">

**Author:** [@system](https://forum.landoffset.com/u/system)\
**Replies:** 0\
**Last updated:** [June 8, 2026, 5:06pm UTC](https://forum.landoffset.com/t/people-chris-murphy-technical-director-ai-ml-portfolio-indopacom-embed-diu/289 "2026-06-08T17:06:57Z")

</div>

Christopher Murphy Technical Director, Artificial Intelligence and Machine Learning Portfolio, Defense Innovation Unit (DIU) Online Presence: LinkedIn: Christopher Murphy \[1\] DIU Profile: DIU Team \[2\] Professional Ba…