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Изворен канал @pythonotes · Post #396 · 9 окт.

7.09.2025 состоялся релизPithon 3.14! На фоне хайпа про NoGIL всё позабыли про другие фичи. Особенно про Multiple Interpreters, который обещает изоляцию процессов но с эффективностью потоков! На сколько действительно это будет эффективно мы узнаем позже, потому что сейчас это лишь первый релиз с ограничениями и недоработками. Но что там про NoGIL? Теперь этот режим не экспериментальный, а официально поддерживаемый, но опциональный. Чтобы запустить без GIL нужна специальная сборка. И перед стартом нужно объявить переменную PYTHON_GIL=0 Для вас я собрал готовый репозиторий где достаточно запустить скрпит, который всё сделает: ▫️ соберет релизный Python 3.14 в новый Docker-образ ▫️ запустит тесты в контейнере (GIL, NoGIL, MultiInterpreter) ▫️ распечатает результаты Тест очень простой, усложняйте сами) Вот какие результаты у меня: === Running ThreadPoolExecutor GIL ON TOTAL TIME: 45.48 seconds === Running ThreadPoolExecutor GIL OFF TOTAL TIME: 6.14 seconds === Running basic Thread GIL ON TOTAL TIME: 45.54 seconds === Running basic Thread GIL OFF TOTAL TIME: 4.74 seconds === Running with Multi Interpreter TOTAL TIME: 18.30 seconds Если сравнивать GIL и NoGIL, то на мои 32 ядра прирост х7-x10 (почему не х32? 🤷). При этом нам обещают что скорости будут расти с новыми релизами. Режим без GIL похож (визуально) на async, тоже параллельно, тоже не по порядку. Но это не IO! и от того некоторый диссонанс в голове 😵‍💫, нас учили не так! Интересно, что чистый Thread работает быстрей чем ThreadPoolExecutor без GIL. Ну и где-то плачет один адепт мульти-интерпретаторов😭 Теперь нужно искать где они могут пригодиться с такой-то скоростью. Скорее всего своя область применения найдется. Отдельно я затестил память и вот что вышло на 32 потока: ThreadPoolExecutor GIL ON 305.228 MB ThreadPoolExecutor GIL OFF 500.176 MB basic Thread GIL ON 90.668 MB basic Thread GIL OFF 472.444 MB with Multi Interpreter 1267.788 MB Пока не знаю как к этому относиться) В целом - радует направление развития! #release

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AI & Law

@ai_and_law · Post #720 · 10.12.2025 г., 08:04

🇪🇺EU FRA Flags Rights Risks in High-Risk AI Deployment The EU Agency for Fundamental Rights has released a report showing that many developers and deployers of high-risk AI systems lack the knowledge or tools to mitigate impacts on fundamental rights. The assessment covers the use of such systems in asylum procedures, education, employment, law enforcement, and the administration of public benefits: areas where algorithmic decisions can directly affect access to essential services and legal protections. The FRA recommends expanding the definition of AI to better reflect fundamental-rights considerations and issuing clear guidance on how to conduct impact assessments. According to the report, these steps are necessary to ensure that high-risk AI systems are developed and deployed in ways that do not compromise individuals’ rights across critical public domains. #AIandLaw#FundamentalRights#EUAI#AIRegulation

AI & Law

@ai_and_law · Post #436 · 06.11.2024 г., 08:04

Strengthening the EU’s AI Leadership Through Investment and Strategic Governance The EU Council has endorsed the European Court of Auditors’ call to elevate AI ambitions within the EU, emphasizing increased, targeted investments and enhanced governance. Recognizing AI’s potential to drive Europe’s global competitiveness, the Council urges a focus on fostering AI talent and creating an ecosystem built on excellence and trust. Moreover, the Council highlights the importance of considering environmental impacts, especially in energy efficiency and the reliability of the hardware supply chain, as the EU moves forward with AI policies. By reinforcing collaboration with member states and international partners, the EU aims to position itself as a global leader and benchmark in AI governance. #AIGovernance#EUAI#SustainableAI #

AI & Law

@ai_and_law · Post #761 · 10.02.2026 г., 08:04

🇪🇺European Parliament Pushes New Copyright Safeguards for AI The European Parliament’s Committee on Legal Affairs has approved an own-initiative report proposing new measures to strengthen copyright protection in the context of generative AI. The proposals include mandatory transparency obligations on training data practices for all generative AI systems placed on the EU market. MEPs also call for remuneration mechanisms for rightsholders and the development of voluntary, sector-specific collective licensing agreements. The report is not legally binding but signals political direction and will be submitted for a vote by the full Parliament during the March plenary session. #AIandCopyright#EUAI#GenerativeAI#CopyrightLaw#AIRegulation

AI & Law

@ai_and_law · Post #73 · 02.08.2023 г., 07:04

Leading the Way in Responsible AI: The EU's Vital Opportunity Hello, AI enthusiasts! Today, we share a policy brief by Pegah Maham and Sabrina Küspert from the Stiftung Neue Verantwortung. They highlight the EU's significant chance to take the lead in responsible AI development through the AI Act and beyond. But to seize this opportunity, understanding the risks associated with general-purpose AI models is essential. 🔹 Risks from Unreliability: One major concern is the lack of control over AI models' behavior. This unreliability could lead to serious issues like discrimination and stereotype reproduction, spreading misinformation, and violating individual privacy. 🔹 Misuse and Dual-Use AI Models: The dual-use nature of some AI models poses another challenge. While they offer immense benefits, they can also be misused by malicious actors for cybercrime, biosecurity threats, and politically motivated purposes. 🔹 Systemic Risks: As AI rapidly integrates into our society, systemic risks emerge. These risks include economic power concentration and inequality, ideological homogenization, and disruptions from the lagging adaptation of society. By comprehending and addressing these risks, the EU can establish itself as a global leader in responsible AI development. #ResponsibleAI#AIRegulation#AIAct#AIChallenges#EUAI#TechPolicy#DigitalFuture#AICommunity