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Изворен канал @pythonotes · Post #418 · 9 мар.

Оператор pipe позволяет писать более компактный код, реализуя логику объединения данных (Union). Важно помнить, что его поведение зависит от контекста. Побитовые операции (логическое OR) result = 5 | 3 # 5 (0101) | 3 (0011) = 7 (0111) Самое главное - не путать с оператором or, это другое! Объединение множеств set_a = {1, 2, 3} set_b = {3, 4, 5} set_c = set_a | set_b # {1, 2, 3, 4, 5} set_c |= {5, 6} # {1, 2, 3, 4, 5, 6} Слияние словарей dict_1 = {"a": 1, "b": 2} dict_2 = {"b": 3, "c": 4} merged = dict_1 | dict_2 # {'a': 1, 'b': 3, 'c': 4} merged |= {"d": 5} # {'a': 1, 'b': 3, 'c': 4, 'd': 5} Аннотации типов, заменяет Union def process_data(value: int | str) -> None: print(value) Допустимо использовать в isinstance или issubclass isinstance(3, int | float) # True Паттерн-матчинг status_code = 404 match status_code: case 200 | 201 | 204: print("OK") case 400 | 404 | 500: print("ERROR") Для использования в своих классах требуется переопределить метод __or__ Так же нашел библиотеку pipe которая добавляет еще много возможностей. Рекомендую ознакомиться ;) #basic

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AI & Law

@ai_and_law · Post #151 · 29.10.2023 г., 09:48

🌟 AI Sunday Wonders: New Tool Empowers Artists in the Fight Against Unauthorized AI Training Hello everyone! This Sunday Here's the latest from the world of AI and art. Meet "Nightshade," a groundbreaking tool enabling artists to safeguard their work from being used in AI model training without their consent. By subtly altering the pixels in their artwork before posting it online, artists can introduce invisible changes that, when incorporated into AI training data, can cause unpredictable distortions in the AI-generated output. This tool is designed to challenge AI companies that exploit artists' creations without authorization to train their models. The result? Future iterations of image-generating AI models may produce bizarre results: dogs might become cats, cars could transform into cows, and so on. Nightshade aims to shift the balance of power back to artists. It serves as a potent deterrent against AI companies that disregard artists' copyrights and intellectual property. #AIandArt#ArtProtection#AIInnovation#NightshadeTool#AIandCopyright