CogniEDA is a validity-preserving research-state system for AI-assisted exploratory data analysis. It turns objectives, data profiles, assumptions, tasks, hypotheses, evidence, and discoveries into governed objects so conclusions stay traceable across long-horizon analytical sessions.
knowledge-graph ai-agents context-engineering hypothesis-driven-analysis research-memory validity-preserving
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Updated
Sep 7, 2026 - Python