most citedUnlocking the Potential of Generative AI through Neuro-Symbolic Architectures: Benefits and Limitations

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cs.LG2026

ATLAS-RTC: Closing the Loop on LLM Agent Output with Token-Level Runtime Control

Christopher Cruz

We present ATLAS-RTC, a runtime control system for autoregressive language models that enforces structured output during decoding. ATLAS-RTC monitors generation at each step, detec…