Agentic AI refers to AI systems capable of autonomous decision-making, planning, and executing tasks based on goals—acting like intelligent agents. These systems combine LLMs with tools, memory, and feedback loops to complete complex workflows with minimal human input.

EthosGPT is an open-source framework that maps how Large Language Models align with diverse human values, promoting cultural and ethical diversity in AI-driven decision-making.

This system models adaptive reflection across multiple cognitive layers, enabling agents to restructure their reasoning through a meta-level feedback process. It enhances self-regulation and decision robustness in dynamic environments. 本システムは、複数の認知層にわたる適応的反射をモデル化し、エージェントがメタレベルのフィードバックを通じて推論を再構築できるようにします。これにより、動的環境下での自己調整力と意思決定の堅牢性が向上します。