AI benefits from measured non-linearity
Peer-Reviewed Publication
Updates every hour. Last Updated: 2-Apr-2026 08:15 ET (2-Apr-2026 12:15 GMT/UTC)
Due to cheaper cost, ease of production and environmental benefits, battery makers and electric vehicle manufacturers have long pursued dry processes for building electrodes. A new dry-processed electrode architecture from the University of Chicago Pritzker School of Molecular Engineering (UChicago PME) demonstrates a fourth benefit: better performance.
Traumatic injury is the third leading cause of death in the state of Texas, surpassing strokes, Alzheimer’s disease and diabetes, according to the Centers for Disease Control and Prevention. A massive number of these deaths are the result of uncontrolled bleeding. Researchers at Texas A&M University are developing a suite of injectable hemostatic bandages — biomedical materials that stop bleeding and promote blood to clot faster. Their research is specifically targeting deep internal bleeding where traditional methods like compression are not possible.
User context in long-term interaction data increases the likelihood an LLM will become overly agreeable or begin to mirror the user’s viewpoints. This phenomenon, known as sycophancy, can harm a model’s accuracy or create an echo chamber that can.