📰 AI Helped Uncover A "50-80x Improvement" For Linux's IO_uring
Linux block maintainer and IO_uring lead developer Jens Axboe recently was debugging some slowdowns in the AHCI/SCSI code with IO_uring usage. When turning to Claude AI to help in sorting through the issue, patches were devised that can deliver up to a "literally yield a 50-80x improvement on the io_uring side for idle systems." The code is on its way to the Linux kernel...
🔗 Source: https://www.phoronix.com/news/AI-50-80x-IO-uring
#linux#kernel
📌xAI уволила 500 универсальных аннотаторов и вместо них в 10 раз увеличивает число специализированных AI-туторов.
xAI меняет стратегию обучения Grok. Вместо сотен универсальных аннотаторов компания делает ставку на специалистов-экспертов и увеличивает их команду в 10 раз.
Это означает переход от широкой разметки «на все темы» к глубокой проработке сложных областей — математики, кода, финансов и безопасности.
👉 Grok постепенно перестаёт быть универсальным чат-ботом и превращается в экспертного ассистента, ориентированного на критические задачи, где особенно важна точность и надёжность.
Плюс - рост качества там, где ошибки недопустимы.
Минус - возможное снижение качества в бытовых и повседневных темах.
🟠Источник: Business Insider
businessinsider.com/elon-musk-xai-layoffs-data-annotators-2025-9
🟠Вакансия в Х: https://x.com/i/jobs/1845336351098667008
@ai_machinelearning_big_data
#xAI#Grok#AI#DataAnnotation#AITutors#ElonMusk
👓Report Raises Privacy Concerns Over Data Annotation for Meta Smart Glasses
A media investigation reports that workers reviewing data for Meta have watched sensitive footage recorded by Ray-Ban Meta smart glasses, including videos showing people in private situations such as using the bathroom or changing clothes. The report is based on interviews with more than 30 employees of Sama, a contractor from Kenia providing data annotation services for Meta’s AI systems. According to interviewed workers, some videos captured by the smart glasses showed intimate scenes, including people having sex or partners leaving bathrooms unclothed.
The investigation was conducted by Svenska Dagbladet, Göteborgs-Posten, and journalist Naipanoi Lepapa. Employees cited in the report said reviewing such content created discomfort but was part of their assigned annotation work. The report describes a continuous flow of potentially privacy-sensitive material being processed for training and improving Meta’s AI systems.
Meta confirmed that content shared with its AI services may be reviewed by contractors to improve user experience. According to the company’s privacy policies, photos, videos, voice recordings, and transcripts generated through interactions with Meta AI or cloud processing on its smart glasses may be analyzed using machine learning and human reviewers, including third-party vendors.
#AIPrivacy#DataAnnotation#AIGovernance#AIethics#SurveillanceTech#WearableAI#PlatformResponsibility