Authority over data and decisions
A starting question about what changes when a model moves from advising people to acting on consequential information.
An artificial intelligence research farm.
Random field notes, observations, research articles, and scratchpad inkblots. What happens when a model gets authority over real data and real decisions?
The annex [recent]
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Making Agents Aware of Risk
Agent risk awareness is an operational discipline: model the failure paths, constrain authority, force uncertainty to surface, and continuously test whether the system still behaves under stress.