Pilot study uses pretrained video encoder features from lung ultrasound to predict 30-day CHF readmission, finding lower-lung views and temporal differences most informative with top MLP F1 of 0.80.
AI Alignment: A Contemporary Survey.ACM Comput
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Empirical analysis of 1,524 AI incident reports shows 83% arise from worker-AI trait misalignments, with 74% of those traceable to developers prioritizing efficiency over precision or personalization.
Human social organization is shaped by computational constraints on collective judgment and action, creating an opportunity for a new field combining theoretical computer science with social science.
Proposes applying social choice theory as a modeling language and axiomatic tool for incorporating collective input across the ML development pipeline.
State-of-the-art LLMs respond inconsistently to queries from protected-group personas, with some responses omitting key information that should be provided.
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Computational foundations of the human world
Human social organization is shaped by computational constraints on collective judgment and action, creating an opportunity for a new field combining theoretical computer science with social science.