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DeepSeek released DSpark, a system where the main model rapidly generates a sentence while a tiny editor fixes coherence before verification, pushing LLM systems engineering beyond new architecture.
This paper reviews the progress in AI for Systems Engineering (AI4SE) and Systems Engineering for AI (SE4AI) over the past decade, identifies five critical research gaps, and provides a human-AI agreement dataset and web explorer for relevance judgments.