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DeepSeek-V4.1-Flash AI model was used on NVIDIA DGX Spark units to automatically perform kernel work, read project documents, and open a pull request, showcasing real AI automation in software development.
A Twitter thread shares career advice for landing a job at frontier AI labs, recommending skills in kernel work (e.g., FlashAttention, quantization) and agentic research, and highlights the QuIP paper on 2-bit LLM quantization.