# DealMind

- **Event:** [The Recursive Agents Hackathon](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon)
- **When:** Sat, Oct 17 at 9:00 AM – 10:00 PM (PDT)
- **Where:** San Francisco, CA
- **Team:** [Oskar Bzoma](https://cerebralvalley.ai/u/oskar-bzoma)
- **GitHub:** https://github.com/oskobx/dealmind
- **Demo video:** https://www.tella.tv/video/ai-furniture-negotiation-with-dealmind-6mds0a6l
- **Gallery:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/98

DealMind: negotiators that learn from every deal.

A team of AI negotiator agents buys furniture from suppliers for a shop chain, one specialist per supplier, running on Nemotron 3 Nano via Crusoe Managed Inference. After every negotiation, each negotiator writes a report. A coach agent (Nemotron 3 Super) reads them, maintains a shared playbook with a dossier on each supplier plus general tactics, and changes one strategy knob at a time, keeping a change only if the score measurably improves. Supplier behavior and scoring are enforced in code, so results can’t be faked by a model.

In 5 rounds, every supplier’s deal score improves: Northwood goes from a walk-away (0) to 77. On a supplier the team has never met, a negotiator briefed by the playbook beats a blank one, 82.5 vs 67.9. Optional NVIDIA Switchyard routing escalates negotiators from Nano to Super.

## More from The Recursive Agents Hackathon

- [polar bears](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/95)
- [Claims-bot](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/96)
- [NEAT-LLM](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/97)
- [ReForm](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/99)
- [FruitTree.AI](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/100)
- [Blackout](https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/101)

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Markdown version of https://cerebralvalley.ai/e/crusoe-recursive-agents-hackathon/hackathon/gallery/98. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt