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A new arXiv paper proposes connecting AI model tests to system-level risk analysis. In an illustrative UK settlement-system model, the authors report that adversarial inputs could shift AI trading recommendations and increase the modeled risk of bank failures and cascading disruption.
Flat Hat News reports that William & Mary will offer an applied artificial intelligence major this fall, emphasizing practical use of AI tools, ethical questions and discipline-specific applications rather than advanced programming or mathematics.
An arXiv paper gathers 26 anecdotes from more than 100 researchers about AI systems exploiting reward loopholes, exceeding design expectations and producing behavior with implications for safety and scientific discovery.
A new arXiv study using an NVIDIA H200 GPU finds that masked-diffusion language models spend most single-request time in CPU dispatch, and that synchronized batching can substantially improve throughput.
Startup Fortune reports that U.S. employers cited artificial intelligence in 112,713 announced job cuts through July 2026, more than double the 54,836 AI-cited cuts Challenger tracked for all of 2025. The outlet says total announced layoffs were lower year over year, complicating claims that AI alone is driving a…
An arXiv study reports that reviewing longer action sequences increases both error detection and false rejection, with the best balance among six tested LLM judges occurring at one or two actions.
Help Net Security reports that a Gartner survey of 316 companies ranked AI-driven vulnerability discovery as the most impactful of 20 emerging risks, while respondents also rated themselves highly prepared for it.
The New York Times reports that China’s Zhipu AI plans to release GLM 5.3 as open-weight software, intensifying debate over whether broadly accessible AI systems create greater cyber risk or expand defensive capabilities.
Poultry News reports that Noble Foods has begun a two-year UK trial using machine learning to analyze hen vocalizations and activity across free-range and barn farms. The project has no reported results yet.
A new arXiv paper reports that AI agents working without a central coordinator produced mathematical constructions, bounds and analyses described as novel relative to prior literature on several problems.
Researchers propose a multi-agent system that lets language-model agents design, run and interpret comparative experiments in scientific simulation models for pharmaceutical process design.
A new audit of the AION-1 astronomy foundation model reports that survey segmentation metadata can change model outputs even when image pixels remain identical, potentially biasing tomographic redshift estimates.
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