{
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  "channel": "cs.CL",
  "title": "XALPHA: A Memory-Driven AI Quant Researcher for Hypothesis-to-Code Alpha Discovery",
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  "one_line_reason": "Multi-agent memory-driven architecture für closed-loop hypothesis-to-code discovery; starke Relevanz für Aria Brain-Design, Memory-Patterns und Agent-Orchestrierung; substanzielle technische Innovation ohne Hype.",
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}