# Big Bertha

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Alex Koenig](https://cerebralvalley.ai/u/continuumpraxis)
- **GitHub:** https://github.com/continuumpraxis-ux/ai-deep-research-funnel
- **Demo video:** https://www.youtube.com/watch?v=ptZlOxyj15M
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5138

Sluice is a psychological reasoning layer that turns loose, messy human fragments into verified, executable work. It sits on the AIQ research harness: agents research and draft through a self-hosted LiteLLM gateway routed to Meta models — the Meta Model API (Muse Spark) carries the hosted traffic, and Muse Spark Open, downloaded and hash-verified locally, is staged as the harness's heavyweight, swappable backend. Every report the harness ships passes a citation integrity gate first: sources are checked, and fabricated or unsupported citations fail the run. Sluice's own reasoning fixtures were adjudicated 24 of 24 against a frozen rubric. The citation-gate funnel is public and open source, and the whole stack is reproducible on a single workstation.

## More from Meta Global AI Developer Hackathon

- [StartAppLab](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5135)
- [ANTS](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5136)
- [theoretical-incoherent-universals](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5137)
- [Hyperion Industries](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5139)
- [Paparazzi](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5140)
- [MERLIN home assistant](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5141)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/5138. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt