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Summary Although the gap between research and implementation is frequently emphasized, examples from United States (US) cancer care demonstrate that health services research can be translated into meaningful policy and practice. This Health Policy piece examines four US oncology cases spanning state legislation, federa...
It is asked whether committees of language-model agents deliberating on a shared workspace can be gamed by shortcuts, cues a benchmark rewards but a clinician would ignore, and what games a committee is social plausibility.
A persistent fleet of cooperative AI scientist agents that operated continuously for nearly six months is described, term this bounded pattern AI Autopoietic Behavior due to the recurring operational improvement mediated by internal feedback and retained through institutional records with high confidence.
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