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Attention , Transformers , in Neural Network Large Language Models
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Phi-2: The surprising power of small language models
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These Recruits Were Promised Citizenship in Exchange for Military Service. Now They Fear the US Has Forgotten Them
A naturalization ceremony at the Army Community Services office on Fort Carson, Colorado, Sep. 20, 2019. (Sidnie Smith/U.S. Army)
13 Mar 2021
For a small group of young immigrants who were pitched a dream of gaining U.S. citizenship through military service, even a call home can jeopardize their status and flag them to the FBI.
That s life for more than 100 would-be Americans who enlisted under the Military Accessions Vital to National Interest program. Started as a way to woo talented youths from other countries who could fill key military skill gaps, it has now become a drawn-out limbo fraught with security Catch-22s for those waiting months or years for background screenings to clear.
John Sullivan, Office of Engineering Communications
Jan. 26, 2021 10:26 a.m.
Researchers at Princeton and Google are using a ventilator designed and built at Princeton in an effort to automate and improve controls for all types of ventilators.
Photo by
Aaron Nathans, Office of Engineering Communications
Spurred by the demands of the COVID-19 pandemic, researchers at Princeton and Google are applying mechanical engineering and artificial intelligence to increase the availability and effectiveness of ventilation treatments worldwide.
Ventilators and their support equipment are expensive and complex devices that require expert attention from doctors and other highly trained medical workers. The devices must be carefully calibrated and monitored to ensure they are meeting a range of parameters pressure, volume, breath rate tuned to each individual patient. Often, these measures change during treatment, requiring further tuning.