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Industry InsightsBaidu Intelligent Cloud open-sources LoneForge, a multimodal training framework under Apache 2.0 with 20+ models supported, 15%-45% speedup, up to 4.8x acceleration, and cross-platform GPU/Kunlun chip support.
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ResearchUC Berkeley and Stanford propose Optimize Anything, a universal text optimization framework that unifies optimization of CUDA kernels, agent architectures, and prompts through one declarative API.
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Deep DivesDeep dive into NousResearch's open-source Hermes Agent self-evolution framework, using DSPy and GEPA for automated prompt optimization with five-layer safety mechanisms.
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TutorialsA detailed three-month AI Agent learning roadmap covering LLM basics, ReAct paradigm, LangChain, memory mechanisms, tool calling, and multi-agent collaboration with practical project suggestions.