AI & Bio

AI-assisted writing makes manuscript volume a less informative measure of contribution Writing assistance, research quality and misconduct are different questions Evaluation should combine substantive review with transparent, contextual indicators

Dependence on external AI services can constrain scientific control Autonomy requires usable infrastructure, continuity and independent evaluation Research talent needs sustained access to tools and opportunities Sc

Worker surveys and chat logs capture different aspects of AI adoption Corrections, verification and abandoned outputs remain poorly measured Research should connect AI use to completed work and retained human capability How shou

Clinical studies show how AI can support earlier recognition and screening Diagnostic accuracy, clinical outcomes and access require different evidence Patient benefit depends on validation, oversight and timely follow-up

Korea’s gaming curfew restricted accounts without reliably changing behaviour Industry decline cannot be attributed to one law but regulation shaped adaptation costs Social-media controls need behavioural evidence, proportionality and evaluation before expansion