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Изворен канал @pythonotes · Post #424 · 13 апр.

Стандартная библиотека asyncio это стандарт (начиная с Py3.4) для работы с асинхронным кодом. Но эта библиотека достаточно низкоуровневая, со своими проблемами, устаревшими подходами. Чтобы исправить это, были созданы разные обертки и альтернативы с реализацией популярных инструментов и паттернов асинхронного программирования. Это такие библиотеки как: - trio: улучшает корректность выполнения, не оставляя потерянных корутин при ошибках, то есть предлагает Structured Concurrency из коробки. - curio: упрощение синтаксиса и читаемости кода, больше похоже на работу с потоками. - anyio: универсальная обертка над asyncio или trio плюс множество вспомогательных инструментов. anyio используется в FastAPI как основная библиотека для работы с асинхронным кодом и вызовом синхронного кода из асинхронного. В общем, рекомендую почитать про возможности anyio, возможно вы более не будете использовать чистый asyncio в своих проектах) Это совсем не значит что дефолтный asyncio плох, он тоже даёт достаточный для работы функционал и продолжает развиваться. Например, в версии 3.11 появились TaskGroup, с похожим на trio функционалом. Так что он тоже актуален, просто придется больше написать кода самостоятельно. #libs#async

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AI & Law

@ai_and_law · Post #328 · 11.06.2024 г., 08:22

Dear Colleagues, I am thrilled to announce that I have successfully passed the AI Governance Professional certification exam from the International Association of Privacy Professionals (AIGP/IAPP). This comprehensive exam covered a wide range of topics, from the technological foundations of AI systems and their lifecycles to the ethical, risk management, and legal considerations surrounding the development and deployment of AI systems. I am committed to continuing my learning in this area and sharing news and valuable resources with you. #IAPP#AIGP

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AI & Law

@ai_and_law · Post #437 · 07.11.2024 г., 08:04

AIGP 2025 Update: Streamlining AI Governance Certification for Real-World Impact The IAPP has unveiled the latest version of its AIGP Body of Knowledge (BoK), effective for exams through February 2, 2025, offering a clearer, more flexible, and practical approach to AI governance certification. Simplified to four domains, the update places new emphasis on foundational principles, ensuring that certification aligns with the most relevant and influential legal frameworks worldwide. This streamlined version is highly practical, designed to address the current responsibilities AI governance professionals encounter, not merely theoretical questions. Furthermore, Domains III and IV now separate the roles of developers and deployers, a crucial distinction reflecting how laws and standards are evolving in the field. By balancing legal and technical insights, the new AIGP BoK solidifies its standing as the essential credential for those committed to responsible AI governance. #AIGP#AIGovernance#LegalTech#ResponsibleAI#IAPP

AI & Law

@ai_and_law · Post #337 · 24.06.2024 г., 07:04

IAPP Releases Comprehensive Report on AI Governance in Practice The International Association of Privacy Professionals (IAPP) has released a new report on AI Governance in Practice, providing key insights into the evolving field of AI governance. The report offers a foundational overview of AI, detailing its development and essential terminology. This approach allows anyone to grasp the basics and advance in the field. It includes a thorough inventory of AI risks, particularly data-centric ones, and offers practical strategies for managing them. Additionally, the report cites leading resources, including laws, regulations, and frameworks like the NIST AI RMF, providing a strong basis for deeper exploration. Moreover, the report highlights various industry examples to contextualize theoretical concepts. For those preparing for the AI governance exam, the report aligns well with the AIGP Body of Knowledge and covers numerous topics likely to be tested. #AI#AIGovernance#DataPrivacy#IAPP#AIGP

AI & Law

@ai_and_law · Post #327 · 11.06.2024 г., 07:04

ISO Releases Free AI Governance Standard The International Organization for Standardization (ISO), a prominent NGO known for creating industry standards, has made the important ISO/IEC 22989 standard publicly available for free. This standard addresses a wide range of AI governance topics, providing valuable guidelines for the responsible development and deployment of AI technologies. ISO/IEC 22989 covers essential aspects of AI governance, including ethical considerations, risk management, and compliance requirements. It provides standardized concepts and terminology to help stakeholders understand and adopt AI technology effectively. This document is designed for a wide audience, including both experts and non-practitioners, offering insights into AI’s interdisciplinary nature, which encompasses computer science, data science, natural sciences, humanities, mathematics, and social sciences. By making this standard freely accessible, ISO aims to promote the widespread adoption of responsible AI practices, ensuring that AI systems are trustworthy, robust, resilient, reliable, accurate, safe, secure, and private. You can find ISO/IEC 22989 and other publicly avalable standards here. #ISO#AIGovernance#AIGP#AI#Ethics#AICompliance#Technology#Innovation