A moving target in AI-assisted decision-making: dataset shift, model updating, and the problem of update opacity
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DOI: 10.1007/s10676-025-09829-2
Abstract: Machine learning (ML) systems are vulnerable to performance decline over time due to dataset shift. To address this problem, experts often suggest that ML systems should be regularly updated to ensure ongoing performance stability. Some… read more here.
Keywords: opacity; problem; model updating; update opacity ... See more keywords
Co-decision-making in the assisted decision-making (Capacity) Act 2015: challenges and complexities.
Sign Up to like & getrecommendations! Published in 2025 at "Irish journal of psychological medicine"
DOI: 10.1017/ipm.2025.10096
Abstract: Co-decision-making is the middle of the three new tiers of support for those whose capacity is in question or lacking under the Assisted Decision-Making (Capacity) Act 2015. In co-decision-making, decision-making authority is shared jointly between… read more here.
Keywords: making capacity; decision making; decision; assisted decision ... See more keywords