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Preference Model raises $16M seed

Announced 7 October 2026

seed$16MAI Infrastructure

◆ Amount

$16M

◆ Announced

7 Oct 2026

◆ Company

◆ Source

◆ The Round

Preference Model raised $16M in seed funding, announced on 7 October 2026, led by Andreessen Horowitz, with participation from SignalFire, South Park Commons, Scale Angels, Fei-Fei Li, Ian Goodfellow, Julian Schrittwieser. The round is tracked live by Fusion42 as part of the Raise fund database and the Scout startup database.

◆ About Preference Model

A superintelligence data research company building reinforcement learning environments that resist reward hacks. Preference Model is based in United States and currently at seed stage, operating in AI Infrastructure.

◆ Investors

LeadAndreessen Horowitz

ParticipationSignalFire, South Park Commons, Scale Angels, Fei-Fei Li, Ian Goodfellow, Julian Schrittwieser

◆ Market context

This funding event is a citable node in Fusion42's market graph: it links Preference Model's Scout profile to the funds behind the round and to related Wire analysis, and is refreshed from public announcements as the round is confirmed or extended. It is the same live market data Arthur reasons over when benchmarking a founder's own raise against what is closing in the market right now.

◆ Explore the market

◆ FAQ

How much did Preference Model raise?

Preference Model raised $16M in its seed round, announced 2026-10-07.

Who invested in Preference Model's seed round?

The round was led by Andreessen Horowitz, with participation from SignalFire, South Park Commons, Scale Angels, Fei-Fei Li, Ian Goodfellow and Julian Schrittwieser.

What does Preference Model do?

A superintelligence data research company building reinforcement learning environments that resist reward hacks.

Verified 9 October 2026 · Sources: public filings