Correlated failures of AI approval monitors
Counting evidence sources blocked 0.9% of correct payments versus 7.4% for the best vote-counting rule, at equal safety.
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Counting evidence sources blocked 0.9% of correct payments versus 7.4% for the best vote-counting rule, at equal safety.
Prompt optimization of selected agents gained 3.81 points versus 1.85 for uniform selection across six workflows.
Entities are extracted by the model from each article. First seen , last mentioned . Watching keeps it in this browser only (no account); the watchlist page and dashboard alerts use it.
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