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Source channel @githubtrending · Post #15428 · Jan 22

#cplusplus FlashMLA is DeepSeek's optimized attention library that makes AI models run faster and use less memory. It works with advanced NVIDIA GPUs to speed up how language models process information, achieving up to 660 trillion floating-point operations per second. The library supports both dense and sparse attention modes, meaning it can focus on important tokens while skipping less relevant ones, reducing computational waste. For you, this means faster AI responses, lower costs for running large language models, and better performance on tasks like chatbots and code generation. The technology is open-source and integrates with popular AI frameworks like PyTorch and Hugging Face, making it accessible for developers building next-generation AI applications. https://github.com/deepseek-ai/FlashMLA

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AI & Law

@ai_and_law · Post #474 · 12/27/2024, 08:04 AM

Transparency in AI and Asylum Decisions: A Legal Challenge Harvard Law Clinic and Jenner & Block LLP have filed a lawsuit on behalf of Refugees International, seeking transparency into the US Department of Homeland Security’s use of AI in asylum adjudications. The case arises from a Freedom of Information Act (FOIA) request submitted in 2022, which has yet to yield answers. The request focuses on the Asylum Text Analytics (ATA) tool, which uses machine learning to detect "plagiarism-based fraud" in asylum applications. Concerns include the tool’s training methodology, its impact on pro se and non-English-speaking applicants, and whether flagged applications receive fair consideration. Critics warn that unregulated AI use risks compounding systemic biases rather than ensuring fairness. This legal battle underscores the urgent need for transparency in deploying AI tools that affect fundamental rights. How AI operates in life-altering decisions should never remain in the shadows. #AI#Asylum#AIEthics#Transparency#FOIA

Afshin Rattansi

@afshinrattansi · Post #27531 · 04/28/2026, 06:43 PM

Since 2015 (11 years now!), I've been fighting a trench warfare to obtain the full documentation on Julian #Assange and the @WikiLeaks journalists from 4 governments: #US,#UK, #Australia and #Sweden, through #FOIA litigation. Docs like this: https://t.co/ukjojjotfB — Stefania Maurizi (@SMaurizi) Apr 28, 2026 April 28, 2026 at 01:16PM via Twitter https://twitter.com/SMaurizi