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Deep Learning Weekly: Issue 449

Deep Learning Weekly Miko Planas Covered by 2 sources

This weekly newsletter covers recent developments in deep learning and AI, including Google's Gemini 3.1 Flash Live achieving 90.8% on ComplexFuncBench Audio, Cohere's open-source Transcribe model reaching 5.42% word error rate on the HuggingFace leaderboard, and research papers on efficient sparse attention and agentic image synthesis. Mistral's Voxtral supports 9 languages with 70ms latency, Meta's SAM 3.1 doubles video processing speed to 32 FPS, and Granola raised $125M at $1.5B valuation. The broader collection documents progress in LLM inference optimization, multimodal embeddings, agentic workflows, and production deployment tools.

Why it matters

Gemini 3.1 Flash Live, Cohere Transcribe: state-of-the-art speech recognition, a paper on IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse, and many more!

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