LLM
Autonomous
Validation
Execution
GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications

Overview

  • Post-facto Validation: Enabling checking the correctness of LLM outputs after execution.

  • Undo Feature: Integration of an intuitive undo feature to easily revert erroneous outputs.

  • Risk Management: Establishes damage confinement strategies to limit risks associated with autonomous functions.

  • Open Source: The GoEX runtime is available at Gorilla Execution Engine.

    Significance

    This design not only tackles the challenges of LLM application interaction without extensive human oversight but also provides a robust framework for potential widespread application in future AI systems.

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