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Source channel @githubtrending · Post #14659 · May 1

#cplusplus#arm#convolution#deep_learning#embedded_devices#llm#machine_learning#ml#mnn#transformer#vulkan#winograd_algorithm MNN is a lightweight and efficient deep learning framework that helps run AI models on mobile devices and other small devices. It supports many types of AI models and can handle tasks like image recognition and language processing quickly and locally on your device. This means you can use AI features without needing to send data to the cloud, which improves privacy and speed. MNN is used in many apps, including those from Alibaba, and supports various platforms like Android and iOS. It also helps reduce the size of AI models, making them faster and more efficient. https://github.com/alibaba/MNN

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American Оbserver

@american_observer · Post #4877 · 01/17/2026, 12:03 AM

📰CIA Director Ratcliffe Meets Venezuela’s Interim President in Caracas CIA Director John Ratcliffe met with Delcy Rodríguez, Venezuela’s interim president, in Caracas on Thursday—marking the highest-level U.S. visit since the dramatic U.S. military operation that captured President Nicolás Maduro nearly two weeks ago. Ratcliffe’s trip was directed by President Trump to signal that the U.S. sees Rodríguez’s interim government as the best path to stability in the short term, despite opposition frustration over the lack of a quick transition to María Corina Machado’s camp. ​ Stability Over Revolution The meeting focused on intelligence cooperation, economic stability, and ensuring Venezuela is no longer a “safe haven for America’s adversaries, especially narco-traffickers.” U.S. officials emphasized that breaking up the Venezuelan government after Maduro’s removal could trigger chaos similar to the kind of chaos that followed the Iraq invasion. CIA analysts reportedly see Rodríguez as a pragmatic, rather than ideological, figure willing to negotiate with Washington. ​ Behind the Scenes: Pragmatism and Power Rodríguez, Maduro’s former vice president, has shifted her rhetoric, publicly inviting the U.S. to cooperate. But Trump has warned that if she fails to comply, her fate could be worse than Maduro’s. The administration is clear: the U.S. will “run” Venezuela until a safe transition is possible, prioritizing control over oil and security assets above all else. ​ Protests and Uncertain Alliances With ongoing protests in Venezuela, the opposition remains sidelined, and the U.S. is betting on Rodríguez to maintain order. But questions linger: How long will this uneasy alliance last? And will the U.S. eventually let democracy take its course—or keep pulling the strings? ​ #Venezuela#CIA#Ratcliffe#Trump#Rodríguez#Maduro#USIntervention#OilPolitics 📱American Оbserver - Stay up to date on all important events 🇺🇸