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The research behind the diagnostic.

White papers and validation reports supporting GrundMind's Human-AI and adoption work — open to read, download and scrutinise.

Featured · White paper

Bridging the Cognitive Gap in AI Adoption

The flagship Grund Institute white paper on why the human side of probabilistic AI matters to enterprise adoption.

White papers

The framework in writing.

The white papers behind the GrundMind framework and the Human-AI interaction diagnostic.

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White paper

Evaluating Human-AI Interaction Styles

Dimensions, measurement and the framework behind GrundMind's Human-AI interaction diagnostic.

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White paper

Foundations of the Grund Institute

The founding paper introducing the research programme behind GrundMind.

Validation papers

Tested against reality.

Validation reports examining the GrundMind framework across cohorts and industries.

Validation

Qualitative Validation Report / May 2026

Qualitative validation material examining the GrundMind framework across cohorts and industries.

Discovery call

Find out where AI value is getting lost.

If AI is already in use but the business impact is unclear, GrundMind helps you see where value is being created, where it is leaking, why, and what to fix first.