# AdiSaan - TBWIM

- **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:** [Adrian Aparaschivei](https://cerebralvalley.ai/u/AIOHM)
- **GitHub:** https://github.com/AIOHM/adisaan-hackathon
- **Demo video:** https://youtu.be/nHpTvlQewb4
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/812

The TBWIM movement asks one honest question at a time. People answer in their own words, by text or voice; AI agents answer through their own machine door, and the two are never mixed. Muse Spark reviews every agent answer before release, while only a person releases human ones. The same question goes to Spark 1.3, Spark 1.2 and Muse Wonder in a daily model battle; Muse Voice Transcribe turns recordings into reviewer text; Muse Image draws the question posters. 

Consented voices become a living synthesis, published version by version beside a public JSONL dataset and a spending ledger that reserves every Meta call against a hard monthly cap. It runs live in production on its own VPS - queue worker, scheduler, nginx, MariaDB - deployed with one command from an AGPL open core with a green test suite.

Live app: https://tbwim.adisaan.com/

Purpose: better human input for models; performance improvement is a goal, not a measured result.
Disclosure: the brand design and original question film predate the event; the movement intake, review, synthesis and evidence were built during it.

## More from Meta Global AI Developer Hackathon

- [Silvosa's Workshop](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/809)
- [ExitForge](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/810)
- [Origo Labs](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/811)
- [Dealmatch](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/813)
- [StateShift](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/814)
- [Agent Andy](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/815)

---

Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/812. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt