Foundations
Testing a New Definition of Intelligence Against AlphaZero
Bernard Jennings draws an architectural boundary around intelligence. His treatment of AlphaZero makes the proposal concrete and exposes its unresolved burden of proof.
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Topic
Artificial Intelligence
6 pieces
Foundations
Stuart Russell and the Conditions for Useful Correction
The Off-Switch Game explains why an agent may benefit from waiting. Evidence from a working decision system shows what an organization must add.
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Foundations
What Must Be Decided Before Choosing an AI Model
Three bodies of theory with very different standing clarify the work that comes first: setting purpose, detecting material deviation, and making correction effective.
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Artificial Intelligence
How a Risk Score Changed Hotline Work
Allegheny County tied the AFST to a default rule requiring investigation and reorganized screening around that rule. Policy made the model consequential.
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Artificial Intelligence
What Makes an AI Output Worth Trusting
In the Horizon case, a disputed accounting shortfall became a debt and eventually a suspicion. What mattered was whether it could still be examined and corrected effectively.
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Artificial Intelligence
When a Sepsis Score Becomes an Alert
A hospital committee turned a prediction into a page. External validation shows why every step from score to clinical work needs deliberate design.
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