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Изворен канал @pythonotes · Post #400 · 8 дек.

Три способа выполнить множество задач с asyncio Функция для примера: async def do_it(n): await asyncio.sleep(random.uniform(0.5, 1)) return n 1. Последовательный вызов async def main(): for i in range(100): result = await do_it(i) Такой вызов имеет смысл только тогда, когда результат одной задачи требуется для вызова следующей. Если они независимы, то это антипаттерн, так как аналогичен простому синхронному вызову по очереди. 2. Упорядоченный результат async def main(): tasks = [do_it(i) for i in range(100)] results = await asyncio.gather(*tasks) Выполняет корутины конкурентно и возвращает результат в виде списка. Полезен когда требуется получить результаты в том же порядке в котором задачи отправлены. 3. Результат по мере готовности tasks = [asyncio.create_task(do_it(i)) for i in range(100)] for cor in asyncio.as_completed(tasks): result = await cor Так же выполняет корутины конкурентно, но не гарантирует порядок. Результат возвращается по мере готовности, каждый отдельно. Полезен когда нужно обработать любой ответ как можно скорее. #async

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AI & Law

@ai_and_law · Post #406 · 27.09.2024 г., 07:04

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New Article Highlights Europe's Dual Approach to AI: Human Rights vs. Market Regulation A recent article by Virginia Dignum, Director of the AI Policy Lab at Umeå University, sheds light on the evolving landscape of AI governance in Europe. The piece compares two pivotal frameworks: the newly introduced Council of Europe's Framework Convention on AI, Human Rights, Democracy, and the Rule of Law, and the EU's AI Act. The Council of Europe convention, open for signatures as of September 2024, emphasizes the protection of human rights, transparency, and accountability in all AI sectors. In contrast, the AI Act takes a more business-focused approach, offering clear regulatory guidelines with a risk-based model, particularly for high-impact sectors like healthcare. While the AI Act fosters innovation and compliance, the Council of Europe's broader focus aims to ensure AI upholds democratic values and the rule of law, signaling Europe's comprehensive strategy for ethical AI development. #AIRegulation#AIConvention#AIAct#EthicalAI#Transparency#Innovation

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AI & Law

@ai_and_law · Post #46 · 04.07.2023 г., 07:04

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UK: Report calls for ethical AI future and robust governance The All-Party Parliamentary Group on Data Analytics in the UK has released a report titled "An Ethical AI Future: Guardrails & Catalysts to make Artificial Intelligence a Force for Good." The report aims to explore how an effective governance and regulatory framework can maximize the benefits of AI while addressing existing risks such as deep fakes and preparing for potential future risks. The report puts forth several key recommendations to shape the future of AI governance: 1️⃣ Strengthen international engagement. 2️⃣ Champion AI ethics convention. 3️⃣ Embedding 'Do No Harm' objective. 4️⃣ Establish independent regulatory authority. #EthicalAI#AIRegulation#Governance#AIConvention#Accountability

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