MasterControl Seventeen Every Time

• 类型：arxiv
• 标识：2609.03209
• 链接：https://arxiv.org/abs/2609.03209
• 主分类：database
• 形态：method
• TLDR：We study a governed approach to enterprise analytics: a language model interprets the question, while deterministic policy selects and runs a pre-approved analytical program that returns both results and evidence. We show that this restriction can remain expressive within a defined analytical class, using relational operations plus aggregation, comparison, windows, ranking, and similarity. Fixed meaning, policy, data, and execution rules also make results replayable. Across 440 runs, three 8B models generated SQL and selected tools at runtime, while Qwen3-8B interpreted intent only and policy
• 待LLM分类：否
• 标题中文：MasterControl：每次都 Seventeen
• TLDR中文：我们研究一种受治理的企业分析方法：语言模型负责解读问题，确定性 policy 负责选取并运行预先批准的分析程序，返回结果与证据。我们证明，在限定的分析类内（包含关系运算，以及聚合、比较、窗口、排序和相似度），这种限制仍可保持表达力。固定的语义、policy、数据和执行规则也使结果可复现。在 440 次运行中，三个 8B 模型生成 SQL 并在运行时选取工具，而 Qwen3-8B 仅解读意图，policy
• 来源文件：
• /inbox/tom/_candidates/2026-09-10-agent-rag-longcontext-candidates.json