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WHAT THE BLUE HAND ACTUALLY CERTIFIES.
A seal is only worth the standard behind it. Here is the standard, in plain language, with nothing hidden in an annex.
What our seal means
The Human AI Standard™ seal means an AI system or organization has demonstrated that its practices meet defined requirements for transparency, accountability, fairness, safety, responsible data use, and human impact.
Transparency & disclosure
Clear communication about when people are interacting with AI, what the system does, and its relevant limitations.
Accountability & oversight
Clear human responsibility for AI systems, decisions, risks, and processes for correcting problems.
Fairness & bias testing
Evaluation for bias and unequal impacts across people, groups, and relevant use cases.
Safety & evaluation
Documented testing, monitoring, risk management, and processes for identifying and addressing AI incidents.
Data responsibility
Responsible practices for data sourcing, provenance, consent, privacy, and appropriate use.
Human & community impact
Consideration of how AI affects workers, communities, users, and the broader environment in which it operates.