Deep Learning Weekly: Issue 449

Deep Learning Weekly · 3 months ago

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.