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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 #523 · 11.03.2025 г., 08:04

🇺🇸USPTO Withdraws AI Strategy Amid Policy Shift The U.S. Patent and Trademark Office (USPTO) has officially withdrawn its AI strategy document, published in January 2025. Acting Director Coke Morgan Stewart cited that the strategy was influenced by Biden-era executive orders, which have since been rescinded by the Trump administration. The new AI policy direction focuses on deregulation and strengthening U.S. global AI dominance—though specific implementation details remain unclear. Key legal questions now come to the forefront: Will the U.S. redefine AI inventorship, potentially allowing corporations to be named as inventors? And how aggressively will the USPTO integrate AI into the patent examination process? These issues could reshape both intellectual property law and AI governance in the years ahead. #AI#PatentLaw#USPTO#AIGovernance#AIRegulation

AI & Law

@ai_and_law · Post #713 · 01.12.2025 г., 08:04

🇺🇸USPTO Reframes AI-Assisted Invention: Human Inventorship Remains the Rule The U.S. Patent and Trademark Office has issued new guidance confirming that AI may support invention but it cannot share or replace inventorship. The USPTO rescinded last year’s AI-specific guidelines and returned to a uniform standard: the same inventorship test applies to all inventions, regardless of whether AI was used in the process. Generative AI is now formally treated as “laboratory equipment” or any other research tool that assists a human creator, not as a co-inventor. Notably, the Office rejected the prior administration’s “joint inventorship”-based framework for determining patentability of AI-assisted inventions. Instead, examiners must ask a single question: did a natural person conceive the invention under traditional doctrine? Courts have already held that AI systems cannot receive patents, but they have not yet ruled on the boundaries of human inventorship when AI is deeply embedded in R&D. This updated guidance will likely shape that future litigation. #AIandLaw#IntellectualProperty#PatentLaw#AIRegulation#USPTO#AIGovernance

AI & Law

@ai_and_law · Post #247 · 23.02.2024 г., 08:04

OpenAI's Trademark Application for 'GPT' Denied Greetings everybody! The US Patent and Trademark Office (PTO) has rejected OpenAI's bid to trademark the term 'GPT' (generative pre-trained transformer), citing its generic nature. According to the PTO, granting the trademark could impede competitors from accurately describing their products as GPT. OpenAI argued that 'GPT' isn't merely descriptive and doesn't immediately convey its meaning to consumers. However, the PTO emphasized that those familiar with the technology understand 'GPT' as a general type of software, not exclusive to OpenAI products. The decision marks a setback for OpenAI, whose association with 'GPT' grew significantly with the popularity of ChatGPT and its subsequent AI models. Despite previous denials, OpenAI may appeal to the Trademark Trial and Appeal Board for another chance to secure the trademark. #OpenAI#GPT#Trademark#USPTO#AI