epistemics

What problem does it solve?

Bio/medical research often accumulates speculative claims without solid, citable evidence. Epistemics enforces a structured evidence framework to prevent hallucinations and to ensure traceable sources.

Core Features & Use Cases

• Enforces an evidence hierarchy and mandatory citations for non-trivial claims.
• Guides researchers through domain-specific failure modes and proper interpretation of genetic and clinical data.
• Use Case: During a literature review of a biomarker, Epistemics ensures every claim is paired with a DOI, PMID, or official URL and clearly separates mechanistic vs clinical evidence.

Quick Start

Provide a research question and attach any available sources; Epistemics will outline citation requirements and the evidence hierarchy to govern the workflow.