To make AI more fair, tame complexity
Peer-Reviewed Publication
Updates every hour. Last Updated: 2-Apr-2026 14:16 ET (2-Apr-2026 18:16 GMT/UTC)
Biases in AI’s models and algorithms can actively harm some of its users and promote social injustice. Documented biases have led to different medical treatments due to patients’ demographics and corporate hiring tools that discriminate against female and Black candidates.
New research from Texas McCombs suggests both a previously unexplored source of AI biases and some ways to correct for them: complexity.
Sound and noise have a major impact on our ability to focus and communicate, which is why acoustic requirements often feature in green building standards. Acoustic consultant George Edgar evaluated multiple materials, including timber, steel, and concrete, for their sound insulating properties along with their global warming potential. He found that concrete could have a far higher GWP than timber, and walls that incorporated timber outperformed standard steel studs, even when they needed more wall linings to achieve the same acoustic performance.
The Hertz Foundation is proud to recognize the 16 most recent graduates of the Hertz Fellowship in applied science, mathematics and engineering.
- University of Leicester and welding specialist TWI Ltd collaborating on a robot-mounted arc-welding system
- Designed to support in-space repair, joining and future orbital manufacturing
A recent study by the Indian Institute of Technology Gandhinagar and Northeastern University highlights how climate change impacts pollination systems in the tropics, Mediterranean, and temperate zones. Using climate projections and simulations across 11 ecological networks, the study indicates that tropical plant-pollinator systems exhibit the highest sensitivity to rising temperatures, while temperate species may cope better. Analysis of conservation strategies to support pollination systems across these regions indicates a failure of a one-size-fits-all template and suggests designing region-specific strategies to effectively protect biodiversity and pollination services in the face of future warming.