Topic

AI Assurance and Certification

Standards, third-party audits and trust marks used to attest that AI systems meet security, safety and reliability requirements.

Current clusters

product1 publisher

AIUC raises $40M to aim its 5,000-combination agent audit at frontier models

The AIUC-1 standard runs an agent through roughly 5,000 risk and attack combinations and has to be renewed every quarter. Eleven Labs used its certificate in February to buy insurance covering a voice agent that misinforms a customer.

Publishers:siliconangle.com

Reality

Evidence34
Adoption45
Hype gap+28
Incentives80
Confidence45

invest1 publisher

Ribbit puts $40M behind an AI agent trust mark that expires every quarter

A $40M Series A led by Ribbit Capital pays for AIUC's move from auditing application-layer agents into underwriting frontier models, on its founders' argument that enterprise pilots stall in security review.

Publishers:ventureburn.com

Reality

Evidence28
Adoption34
Hype gap+36
Incentives82
Confidence41