Human Machine Mind Corporation (HMMC) KG is a research- and innovation-driven SME dedicated to advancing hybrid intelligence — the dynamic collaboration between human cognition and machine learning. At the core of our mission is the belief that artificial intelligence must not only be powerful, but also explainable, ethically grounded, and aligned with human values and cognitive diversity.
We operate at the intersection of AI, human–machine interaction, and decision support, developing systems that support critical thinking, insight generation, and trustworthy automation. Our work is rooted in decades of interdisciplinary experience across informatics, cognitive science, interface design, and biomedical applications.
HMMC KG sees human–AI collaboration not as a matter of replacing human judgment, but of augmenting it. We design AI systems that are sensitive to context, capable of adaptation, and transparent in their reasoning processes — empowering people, not abstracting them away.
A defining aspect of our mission is the evaluation and calibration of generative AI models through human-centered frameworks. Our Subjective Hallucination Scale (SHS), for example, addresses one of the most pressing challenges of modern AI: the detection and interpretation of misleading, ambiguous, or confabulatory outputs. This tool enables researchers and practitioners to assess the cognitive impact of AI-generated content, supporting metacognitive reflection and the development of trust-aware systems.
HMMC KG is deeply committed to the European agenda for ethical and human-centric AI. Our projects contribute to digital sovereignty, transparency, and knowledge equity through participatory research and empirically grounded methodologies. By aligning technological innovation with human capacities, we seek to ensure that future AI ecosystems are not only efficient but also just, inclusive, and reflective of societal needs.
With headquarters in Austria and an active network of collaborators across Europe, HMMC KG is positioned to support transformative initiatives under Horizon Europe, the Digital Europe Programme, and other frameworks committed to responsible digital transformation.