Compile, Don't Memorize: A Context Compilation Architecture (CCA) for In-Context Learning
The Context Compilation Architecture (CCA), whose central novelty is a typed intermediate representation (IR) with fixed slots (rules.{must_do, must_not, conditional}, output_spec, available_tools, data_profile) into which any prose context is compiled once; executable verifiers and a violation-gated correction loop follow as downstream consequences.
Jin-Hu Qi, Minda Hu, Wen-Tao Zhang et al.
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