AI Evaluation, Agent Trust, and Governance Become Fundable Infrastructure
Key Questions
What funding has OpenAI recently closed?
OpenAI has closed $122B in funding, including $10B from MGX/SoftBank and $3B from retail/PE sources. It also formed a $4B JV with TPG, Bain, and Brookfield for deployment.
What acquisitions and rumors are associated with OpenAI?
OpenAI acquired Weights.GG. There are rumors of SoftBank investing $100B in a France data center project, alongside a multi-cloud partnership and potential 2026 IPO with Microsoft.
What is the status of OpenAI's revenue and major projects?
OpenAI reports $2B monthly revenue. The Stargate project is valued at $500B, with Microsoft involved in capacity planning through 2030.
Vals raised $40M in Series A for private domain-specific evaluations, while Euno, AIR, Transient, and Baselayer target context governance, MCP and agent supply-chain security, auditability, identity, and fraud prevention. Baselayer's $35M Series A and claimed 2,000-institution reach show that agent authorization is becoming a commercial category, though revenue quality, benchmark credibility, retention, and liability models remain unproven.