Preference Model
Reinforcement-learning environments that help AI labs train models to solve tasks without exploiting flaws in the grading system.
$16MSeed
ParticipantS
SignalFire
Activity from announced rounds
Activity in this selectionUnited States · Oct 14, 2026 · Sep 15, 2026
- Rounds participated in
- 2
- Confirmed lead rounds
- 1 All roles disclosed
- New companies
- 1 First participation on record · 1 follow-on
- Funding in participating rounds
- $50.5M 2 disclosed · full round size, not this investor’s share
By stage
By primary sector
By country
Rounds
2 in this selectionOutmarket AI
Provides AI-powered workflows for insurance agencies and brokers
$34.5MSeries B
Lead