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Artificial Intelligence

Ownership, alignment, and the work that remains after the model arrives.

Artificial Intelligence

Ownership, alignment, and the work that remains after the model arrives.

The optimisation trap

The biggest lesson from autonomous AI isn't that it becomes conscious. It's that sufficiently capable systems optimise objectives—not intentions. Why Goodhart's Law is becoming one of the defining engineering challenges of the AI era.