dailyai.report

A three-layer agent loop and isolated execution environment define the new SciFi framework. This system uses a self-assessing do-until mechanism to automate structured scientific tasks with minimal human oversight. By restricting scope to well-defined contexts, it ensures reliable operation across various LLM capabilities. Practitioners gain a lightweight tool for safe, end-to-end research automation.