Concise, autonomous support
Detailconcise
Autonomyhigh autonomy
Verificationneutral
Human approvalneutral
AI Adaptation
How should AI adapt for Anna, this task and this risk?
More evidence and human control
Detailhigh
Autonomylow
Verificationhigh
Human approvalhigh
Same person. Different task and risk. Different AI behaviour.
Anna's concise and autonomous preferences stay active for the follow-up. The high-risk contract requires more detail, verification and human approval.
Technical status: existing mcp facade · the full why remains available in the resolution trace.