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Safety · Concept

Alignment & oversight

Keeping capable systems pointed at human intent — and supervisable — is the core safety problem.

Trend strength 7/10
Momentum +1/q
Confidence medium
Status stable
Forecast horizon

Scalable oversight of agents that act faster than humans review becomes the binding challenge.

Connections

Connections · 2

How this node ties into the rest of the map, and the evidence behind each link.

Signal sources

Signal sources

Dated facts from primary sources in this direction.