Preference Model
Reinforcement-learning environments that help AI labs train models to solve tasks without exploiting flaws in the grading system.
$16MSeed
ParticipantSP
South Park Commons
Activity from announced rounds
All recorded activity
South Park Commons is the community and investment organization whose official directory identifies Preference Model and Profound.
Recorded funding activity
Preference builds reinforcement-learning environments. Profound measures brand visibility in AI answers, while Nuance develops real-time audiovisual systems. The organization-level record remains separate from individually named investment vehicles.
- Rounds participated in
- 9
- Confirmed lead rounds
- 0 6 roles undisclosed
- New companies
- 9 First participation on record · 0 follow-on
- Funding in participating rounds
- $492.5M 9 disclosed · full round size, not this investor’s share
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By primary sector
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Rounds
9 in all activityNuance Labs
Real-time audiovisual AI designed to see, hear, reason, speak and express itself in live conversation.
$50MSeries A
ParticipantProfound
Profound helps marketing teams measure how brands appear in AI-generated search answers and turn those findings into content and campaign workflows.
$180MSeries D
ParticipantDeep Cogito
Post-training research lab building reinforcement learning and self-improving AI models
$43MSeries A
Role not disclosedRivo
Automatically moves idle cash into higher-yield accounts and back before bills are due
$2.7MSeed
Role not disclosedNyne
Builds intelligence layer to help AI agents understand humans across digital footprint
$5.3MSeed
Role not disclosedKoah
Enables contextual advertising natively inside generative AI
$20.5MSeries A
Role not disclosedGoodfire
Uses interpretability to understand, learn from, and design AI systems
$150MSeries B
Role not disclosedFulcrum
Provides AI platform for insurance brokerages to modernize workflows
$25MSeed+Series A
Role not disclosed