zenodoJournal article2026-07-26
Operationalizing Epistemic Rigor: Autonomous Scientific Method Chain-of-Thought Execution via Human-in-the-Loop Large Language Model Orchestration
Traditional artificial intelligence deployment relies heavily on probabilistic generation, introducing systemic vulnerabilities such as hallucination and unverified assertions. This article establishes a rigorous framework for executing the complete scientific method as a natural…