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Scientists increasingly dependent on ‘black-box’ tools they do not understand | Scientists are increasingly relying on powerful data sources and tools that they often cannot fully understand, inspect or verify, according to a new study.
https://www.eurekalert.org/news-releases/1139630

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AI agents spontaneously reach consensus and choose the same random option without memory of past rounds or prompts. They seem to follow “majority force”, mathematical pattern also seen in physics model for a ferromagnet where atomic spins align in the same direction. This may be useful or dangerous.
https://www.sciencealert.com/1000-ai-agents-started-agreeing-without-anyone-telling-them-to

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New mouse study links bone‑marrow stem cell aging to “inflammaging”: SIRT3 overexpression in hematopoietic stem cells curbed maladaptive trained immunity and improved distant tissue function (muscle, lung, brain, metabolism)
https://www.sciencealert.com/a-hidden-cause-of-aging-may-spread-from-deep-inside-your-bones

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Climate modeling suggests the AMOC may not have a fixed temperature threshold for collapse: it remained stable beyond 5°C under slow warming but collapsed around 2°C under faster warming, indicating that the rate of climate change can strongly influence its stability.
https://doi.org/10.1038/s41558-026-02730-w

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