{
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  "title": "Learn-by-Wire Training Control Governance: Bounded Autonomous Training Under Stress for Stability and Efficiency",
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  "one_line_reason": "Novel governance-layer approach for LLM training stability under stress; directly relevant to Aria's engineering-principles and cost-optimization goals with strong empirical validation.",
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}