Transparency on AI-assisted production
AI Notice and Disclaimer
Last updated: 12 June 2026. This page explains the working method, limits, and responsibility of this AI-assisted publication project.
AI-Assisted Production
Texts, structure, translations, links, and website elements in this project are created with the assistance of generative AI systems. AI is used as a working, structuring, research, and editorial instrument. Responsibility for selection, interpretation, publication, and ongoing correction remains with Dr. Stephan Pflaum.
Despite human-in-the-loop review, sources, summaries, citations, translations, links, and factual assessments may be inaccurate, incomplete, or outdated. The content does not replace individual scholarly, legal, medical, technical, financial, or other professional advice. Anyone relying on it for consequential decisions should verify primary sources and the current state of knowledge independently.
Sources, Hypotheses, and Corrections
The site works with literature references, internal links, and evolving working drafts. These references are placed with care, but they are not a guarantee of accuracy, completeness, or currentness. Corrections are welcome, especially where an AI-assisted formulation compresses a source too strongly or makes an open interpretation appear more settled than it is.
The working principle is: from hallucination to hypothesis. Erroneous or surprising AI outputs are not treated as authority, but as an occasion for checking, refinement, and better conceptual work. For this stance, see From Failure to Making: From Hallucination to Hypothesis.
Feedback and Contact
Feedback is welcome: corrections, source criticism, conceptual objections, and follow-up questions may be sent by email to stephan@pflaum.ai. Further professional context is available on Dr. Stephan Pflaum's LinkedIn profile.
Messages are understood as contributions to quality assurance. An individual reply, professional advice, or case-specific review cannot be guaranteed.