# clm_923A3F17502C

subject: Preferred Networks (/record/preferred-networks.md)  
predicate: partnership  
value: Toyota Motor Corporation  
valid_from: 2026-06-01  
valid_to: null  
published: 2026-06-01  
recorded: 2026-11-09  
confidence: 0.70  
status: valid  
assertable: true  
superseded_by: null  
last_updated: 2026-11-09  
cite: AsOf. "Preferred Networks partnership: Toyota Motor Corporation", as of 2026-06-01. Claim clm_923A3F17502C, https://asof.is/claim/clm_923A3F17502C, accessed 2026-11-10. Source: https://www.preferred.jp/en/news/pr20260601.  
checked: 2026-11-09 · its source page states the value and the date  

> TOKYO – June 1, 2026 – Preferred Networks, Inc. (PFN) has started joint research with the Frontier Research Center (FRC), Toyota Motor Corporation’s research organization, to accelerate inference processing for physical AI research and development

What https://www.preferred.jp/en/news/pr20260601 says, word for word.

## Sources

- https://www.preferred.jp/en/news/pr20260601 (primary, Preferred Networks, published 2026-06-01)

---

AsOf is a temporal fact ledger: a structured, dated, sourced record of what is true and what changed, built for AI retrieval.
