# CommuniSense

- **Event:** [Gemini 3 Paris Hackathon](https://cerebralvalley.ai/e/gemini-3-paris-hackathon)
- **When:** Sat, Mar 14 at 9:00 AM – 10:00 PM (GMT+1)
- **Where:** Location TBA
- **Team:** [Sergey Berezin](https://cerebralvalley.ai/u/Serber)
- **GitHub:** https://github.com/Serbernari/CommuniSense/
- **Demo video:** https://youtu.be/xELhQ9w0U9M
- **Gallery:** https://cerebralvalley.ai/e/gemini-3-paris-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/gemini-3-paris-hackathon/hackathon/gallery/5

CommuniSense is a community-adaptive moderation layer built on Gemini.

Most moderation systems assume language norms are universal. In reality, communities speak differently - different dialects, slang, reclaimed language, and cultural context all affect how messages are interpreted. Current toxicity detectors do not account for that and now people are getting **banned for speaking their dialect**, while harmful language specific to a community goes undetected.

CommuniSense uses a Gemini-powered agent to study a community, it's rules and discussions, and infer a moderation profile. Instead of relying on static keyword filters, it predicts how members of that community would react to a message and combines this with broader safety rules.

The result is context-aware moderation that understands your community.

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Markdown version of https://cerebralvalley.ai/e/gemini-3-paris-hackathon/hackathon/gallery/5. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt