Source record

Published by arXiv cs.MA (T1 source). The original is at https://arxiv.org/abs/2607.12875.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

MetaInfer is a research system that uses an LLM-driven multi-agent collaboration framework with a contract knowledge base to automatically generate compact, customized LLM inference engines from user-specified runtime constraints, evaluated across code-reference effects, runtime behavior, and knowledge-base evolution.

Concrete multi-agent pattern that compiles inference engines from constraints, with public code and measurable evaluation across model and platform scenarios.

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