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Fine-tuning vs. in-context learning: New research guides better LLM customization for real-world tasks

Beyond benchmarks: How DeepSeek-R1 and o1 perform on real-world tasks

ChatGPT trains robot dog to walk on Swiss ball | This quadruped wobbling along, balanced on top of an exercise ball is a fun experiment to watch – but at its core, it demonstrates that AIs like GPT-4 can train robots to perform complex, real-world tasks much more effectively than we humans can.

Show HN: SpRAG – Open-source RAG implementation for challenging real-world tasks