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

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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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PizzApp Design - Wallpapers & Icon Packs

@pizzapp_design · Post #7729 · 14.05.2026 г., 10:50

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America 🇺🇸 News & Politics

@America · Post #10401 · 20.03.2026 г., 13:03

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🚨💰IRS GLITCH HIDES $51M IN POLITICAL DONATIONS 🔹 Technical error masks campaign contributions to state-level groups for Q4 2025 📊 🔹 Republican Attorney General's Association, RSLC affected - $41M in donations missing 💸 🔹 IRS workforce cut 27% by DOGE efficiency drive - system failures mounting rapidly 🏛️ 🔹 527 organizations face April 15 deadline with completely broken e-filing system ⏰ 🔹 Center for Political Accountability warns of "complete black hole" in transparency 🕳️ 🔹 Affected groups include RGA ($32M), DLCC - major election funding obscured 📋 The most transparent democracy? More like broken bureaucracy failing voters 😤🇺🇸 #USNews#politics#transparency @america

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AI & Law

@ai_and_law · Post #308 · 16.05.2024 г., 07:04

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Microsoft Touts Responsible AI Efforts in New Report Microsoft released a comprehensive report, the "Responsible AI Transparency Report," detailing its initiatives for developing and deploying responsible Artificial Intelligence technologies. The report highlights Microsoft's commitment to building safe and responsible generative AI, a field where the company has actively pursued innovation. Microsoft emphasizes its safety efforts, including: ✅ Launching over 30 tools to empower developers with responsible AI practices. ✅ Providing more than 100 features within Azure to assist customers in deploying safe AI solutions. ✅ Expanding its responsible AI community by 17%, now exceeding 400 members. ✅ Mandating responsible AI training for all employees, with a 99% completion rate for relevant modules. The report concludes with a commitment from Microsoft to invest further in responsible AI development tools for its customers. #ResponsibleAI#Transparency

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AI & Law

@ai_and_law · Post #593 · 17.06.2025 г., 07:04

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🇺🇸When “AI-First” Means 700 Humans Behind the Curtain BuilderAI, a Microsoft-backed startup once hailed as a pioneer in “AI-powered app creation,” has reportedly gone bankrupt — and not for lack of demand. While the company promoted itself as using artificial intelligence to automate software development, recent revelations show that it relied heavily on a workforce of 700 people in India to do the work manually. #AI ##ResponsibleAI#Transparency

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