Posts tagged "Publication"
Check Your LLM's Secret Dictionary!
We found LLM has its own secret dictionary to express its ideas.
The highlight of our AOP (Algebraic Ontology Projection) research
AOP exposes how reasoning emerges layer by layer as structured internal judgments rather than text output. We show that prompts do not merely guide answers—they reshape the geometry of thought itself.
AOP (Algebraic Ontology Projection)のわかりやすい紹介
AOPは、「脳内メーカー」のように、内部での思考の構造を明らかにします。プロンプト(指示)は、単に返答を左右するだけでなく、その思考の構造自身を支配していることを明らかにしました。
Algebraic Ontology: A New Foundation for Trustworthy LLMs in MBSE
Do large language models encode formal ontological structure internally — or do they merely simulate it? Our latest research provides a surprising answer, with direct implications for Model-Based Systems Engineering, SysML v2, and the future of human-machine collaboration.