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Изворен канал @pythonotes · Post #335 · 29 мар.

В Linux стандартными средствами можно использовать часть оперативной памяти как диск. Для этого требуется указать тип монтирования tmpfs в команде mount mount -t tmpfs -o size=5G tmpfs /mnt/ram Теперь путь /mnt/ram можно использовать как обычный каталог. Для чего это может быть нужно? ▫️ Скорость работы с таким каталогом выше чем многие SSD и тем более HDD. ▫️ Если у вас очень быстрый SSD на NVMe M.2 то такой способ особо не прибавит вам скорости, но поможет сохранить ресурс SSD когда требуется обрабатывать очень много мелких файлов и оперативка позволяет выделить нужный объем. ▫️ Оперативка это энергозависимая память, поэтому выключении питания все файлы безвозвратно теряются. Такой "non persistent" каталог гарантирует удаление временных файлов. Я написал небольшой скрипт для условного теста и сравнения скорости копирования файлов между SSD и RAM. Вот мои результаты: Single File Size: 30.0Gb ssd > ssd: 0:00:12.850 / 2.3Gb/s sdd > ram: 0:00:06.453 / 4.6Gb/s ram > ram: 0:00:06.995 / 4.3Gb/s ram > sdd: 0:00:06.217 / 4.8Gb/s Dir size: 32.7Gb, File count: 11127 ssd > ssd: 0:00:15.063 / 2.2Gb/s sdd > ram: 0:00:08.486 / 3.9Gb/s ram > ram: 0:00:08.032 / 4.1Gb/s ram > sdd: 0:00:07.026 / 4.7Gb/s Скрипт для теста ↗️ На моём железе прирост скорости ~2x. Плюс экономия ресурса SSD. В Windows такой фишки по умолчанию нет, но обязательно найдутся аналогичные решения #linux#triks

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AI & Law

@ai_and_law · Post #227 · 29.01.2024 г., 08:04

Two US Appeals Courts Dive into AI Examination Greetings everyone! Two federal appeals courts in the United States are establishing committees dedicated to studying the influence of AI on the legal system. U.S. Circuit Judge Eric Miller is set to lead an AI-focused committee for the 9th U.S. Circuit Court of Appeals, headquartered in San Francisco. As the nation's largest federal appeals court, the 9th Circuit is yet to formulate regulations governing AI use among legal practitioners. Similarly, Chief Judge Michael Chagares of the 3rd U.S. Circuit Court of Appeals, based in Philadelphia, has instituted an AI committee, according to Joel McHugh, the court's deputy circuit executive. The announcement about the 9th Circuit's committee followed the revelation by the law firm Bradley Arant Boult Cummings that A.J. Bahou, a Nashville partner chairing its AI practice, had been appointed to serve on this newly formed panel. Chief U.S. Circuit Judge Mary Murguia is convening the 9th Circuit's committee, aiming to assist the court in assessing appropriate rules and applications of AI technology. "The court is in the process of forming a committee, and we will issue an announcement in due course," stated Miller. While the timing of potential actions by these committees remains unclear, McHugh offered no information on whether rules regulating AI use would be introduced. These decisions to establish AI-focused committees come amid a national exploration by judges on how to cope with the rapid ascent of generative AI programs, such as OpenAI's ChatGPT, and how to regulate their use within legal proceedings. Chief U.S. Supreme Court Justice John Roberts, in his annual report on December 31, emphasized the potential benefits of AI while urging caution and humility in its application. He pointed out incidents of AI "hallucination," where lawyers using AI programs submitted briefs with citations to non-existent cases. #AIinLaw#LegalTechnology#USCourts#ArtificialIntelligence