Marcella Alsan, an SHP courtesy faculty members, writes in this STAT opinion piece that mental illness and addiction can be curbed with proper funding.
There is an urgent need for stronger congressional leadership in cyber policy, especially when it comes to countering China’s persistent, aggressive intrusions.
Private equity (PE) firms have increasingly influenced U.S. health care, posing risks to health equity—the idea that everyone should have a fair opportunity for optimal health. While PE investors claim to improve efficiency, raise capital, and leverage economies of scale, evidence indicates that their involvement often leads to reduced access to affordable high-quality care, particularly for rural populations, older adults, low-income communities, and marginalized racial and ethnic groups. Without strong regulation and enforcement, PE practices are likely to continue transforming health care in ways that could harm patients and burden clinicians.
A growing body of research on large language models (LLMs) has identified various biases, primarily in contexts where biases reflect societal patterns. This article focuses on a different source of bias in LLMs—government censorship. By comparing foundation models developed in China and those from outside China, we find substantially higher rates of refusal to respond, shorter responses, and inaccurate responses to a battery of 145 political questions in China-originating models. These disparities diminish for less-sensitive prompts, showing that technological and market differences cannot fully explain this divergence. While all models exhibit higher refusal to respond rates with Chinese-language prompts than English ones, language differences are less pronounced than disparities between China-originating and non-China-originating models. We caution that our study is observational and cross-sectional and does not establish a causal linkage between regulatory pressures and censorship behaviors of China-originating LLMs, but these results suggest that censorship through government regulation requiring companies to restrict political content may be an important factor contributing to political bias in LLMs.
Children deprived of their liberty in the US juvenile justice, criminal justice, and immigration detention systems face profound and evolving health risks that demand a creative, sustained, and urgent pediatric response. These risks unfold within distinct but overlapping systems that share structural gaps in oversight, inconsistent standards of care, and a legacy of harm to children’s health and development. A promising opportunity lies in linking expertise across these systems to strengthen care, safeguard rights, and address the vulnerabilities of this often-overlooked population, which is disproportionately composed of racially and ethnically minoritized children.
