Unverified50% confidenceSolutionExact time
Lumina Capital adopts a layered architecture: the LLM is only responsible for narrative judgment and debate, while numerical computation is handed to traditional quantitative tools—this is the project's key design decision.
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50%
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Long-term
Relevance
10/15/2026
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Unverified对于语义解析和意图路由需求，应让LLM负责语义映射，而将几何计算交给专业库执行，不应让LLM直接做精确浮点运算62% similarUnverifiedUsing an LLM for classification is essentially performing feature engineering.62% similarUnverifiedROMA is built on a large language model (LLM) planner, where the LLM is responsible for understanding task goals, inferring the current information state, and generating the next information-acquisition action.61% similarUnverifiedThe paper has LLMs interpret the textual narrative of each variant in the context of the goal model and assign it to the most appropriate category, using the LLM's semantic reasoning capability to connect low-level process behavior with high-level business objectives.60% similar
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