Andreas Ehstand

Founder of AUGMANITAI. AI Future Council Member at the Swiss Future Institute. I explore how people think, create and make decisions with AI, connecting language and ontologies with human performance, knowledge continuity, agents and robotics. My work draws on 400,000 human–AI dialogue turns and 10,000 hours of direct AI dialogue. Recent writing appears in KM Insider, CXO Boardroom, SwissBoardForum and Private Wealth Voices. I am the author of an individual Internet-Draft on human oversight and participate in three W3C Community Groups on knowledge representation, agent memory and conformance. These are contributions to open discussion, not standards endorsements. Public works: https://huggingface.co/datasets/AndreasEhstand/augmanitai-public-works Original draft: https://datatracker.ietf.org/doc/draft-ehstand-oversight-acts/ ORCID: https://orcid.org/0009-0006-3773-7796