The invention discloses a live broadcast interaction-oriented arrangement and compliance law
enforcement method and
system, and a storage medium. According to the method, an intelligent LLM cluster is used as a core
execution unit, live broadcast interaction intermediate representation (LiveFlow-IR) represented by a
directed acyclic graph (DAG) is adopted, and integrated control of orchestrable and law
enforcement is carried out on the whole process from collection, governance, semantic restoration, clustering, clarification, distribution, reply / rejection to audit trace leaving. The
system realizes real-time
complementation, understanding and commissioning / conversion in a multi-language, multi-dialect, discontinuous, broken-support, unclear, incoherent and incomplete-semantic input scene; comprehensive
decision making is carried out on the answerability, the commercial value, the compliance risk and the time
delay cost through multi-target scoring, and a direct answer / clarification / rejection path is selected; before output, calculating a compliance criterion vector and executing compliance gating, and when a threshold value is not reached, degrading into a conservative verbal skill or refusing to answer and giving a substitution suggestion; outputting a verifiable evidence formed by binding with the data, and carrying out committed trace leaving; sLO (Service Level Object) steady-state operation is realized by combining risk budget,
back pressure and drift control; and orderly output of a single foreground image is ensured through a speaking right
Token ring. Compared with an existing loose integration scheme, the method gives consideration to interaction quality, compliance verifiability and time
delay stability in a high-
concurrency and strong-uncertainty environment, and is suitable for various live broadcast scenes such as e-commerce, education, government affairs and text travel.