← FUURAA AI Frontier Library
EmergingIndustry, Economy & Capital1–3 years
Human oversight must be operational, not symbolic
A person cannot meaningfully supervise a system without relevant expertise, sufficient time, understandable evidence and authority to intervene. A nominal approval step may add little protection.
International Organization of Securities Commissions12 March 2025Reviewed 26 July 2026
FUURAA original conceptual visualWhat the evidence indicates
A concise reading of the source
A person cannot meaningfully supervise a system without relevant expertise, sufficient time, understandable evidence and authority to intervene. A nominal approval step may add little protection.
FUURAA interpretation
Why this could matter
Oversight design should specify competence, latency, information and stop powers.
How to read this signal
A direction still taking shape
Multiple developments point in this direction, but timing, adoption and outcomes remain open.
