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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 #522 · 10.03.2025 г., 08:04

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❗️Turing Award Winners Sound the Alarm on AI Safety Andrew Barto and Richard Sutton, pioneers of foundational AI training method and recipients of this year’s Turing Award, are using their moment in the spotlight to issue a stark warning: AI companies are prioritizing profit over safety. Comparing the current approach to “building a bridge and testing it by having people use it,” they criticize the industry for rushing AI models to market without sufficient safeguards. Their concerns echo those of other leading AI researchers, including past Turing Award winners Geoffrey Hinton and Yoshua Bengio, who have also warned about the risks of unchecked AI development. With OpenAI shifting toward a for-profit model and major AI firms racing to deploy new technologies, the debate over responsible AI governance is more urgent than ever. #AI#AIGovernance#TuringAward#AISafety#ResponsibleAI

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Venture Village Wall 🦄

@venturevillagewall · Post #4349 · 09.03.2025 г., 22:00

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Weekly AI Digest: Key Developments 🔹 Anthropic raises $3.5B through incremental funding rounds. Read more 🔹 QwQ 32B launched, slightly trailing top performers. Details here 🔹 Wan 2.1 remains a top open-source model amid competition. Learn more 🔹 Hunyuan Image2Video: Tencent's response to Alibaba's offering. Explore here 🔹 SourceCraft introduces cloud-based team development as VM replacement. More info 🔹 Apple's Mac Studio handles demanding models and LLMs. Discover more 🔹 SpeechSense analyzes customer conversations using LLM technology. Details 🔹 RL wins Turing Award, recognized with a $1M prize. Full story 🔹 Bitcoin drops to $82,223; Ethereum to $1,998, with $243M in liquidations. Read market update. #AI#Crypto#VC#Anthropic#Bitcoin#Ethereum#Hunyuan#Tencent#AIModels#OpenSource#MacStudio#SpeechSense#Investments#Funding#TuringAward#Liquidations#QwQ#SourceCraft#SmartTech

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#ai #crypto #vc #anthropic #bitcoin #ethereum #hunyuan #tencent #aimodels #opensource #macstudio #speechsense #investments #funding #turingaward #liquidations #qwq #sourcecraft #smarttech