{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,18]],"date-time":"2026-02-18T07:31:25Z","timestamp":1771399885976,"version":"3.50.1"},"reference-count":57,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,2,18]],"date-time":"2026-02-18T00:00:00Z","timestamp":1771372800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100002347","name":"Bundesministerium f\u00fcr Forschung, Technologie und Raumfahrt","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100002347","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Robot. AI"],"abstract":"<jats:p>ADMIRE (Analyzing Digitalized Human-Machine Interactions and Relationships) is a tool that was developed and tested as part of the Integrated Research Cluster. Its aim is to make explicit the implicit assumptions about humans and machines, as well as their potential and limitations. In this way, it provides a basis for structured, reflective research and development processes relating to human-machine interactions, as well as providing a starting point for ethical considerations in technology design. This article outlines the initial research and development approach and the insights gained from various research projects and application settings. We then trace this back to anthropology and the implicit images of humans and machines that determine the processes of research and development, and often prevent the implementation of \u2018technological solutions' to social problems. Here, we introduce the ADMIRE tool, along with its theoretical background and practical deployment. Finally, we reflect on the limitations of the tool itself and our experience to date.<\/jats:p>","DOI":"10.3389\/frobt.2026.1747442","type":"journal-article","created":{"date-parts":[[2026,2,18]],"date-time":"2026-02-18T06:56:54Z","timestamp":1771397814000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["ADMIRE: analysis of digitalized human-machine interactions and relations\u2013looking closer at the tacit dimensions of human-machine relations as part of integrated research"],"prefix":"10.3389","volume":"13","author":[{"given":"Arne","family":"Manzeschke","sequence":"first","affiliation":[{"name":"Lutheran University for Applied Science Nuremberg","place":["Nuremberg, Germany"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Galia","family":"Assadi","sequence":"additional","affiliation":[{"name":"Lutheran University for Applied Science Nuremberg","place":["Nuremberg, Germany"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jochen J.","family":"Steil","sequence":"additional","affiliation":[{"name":"TU Braunschweig","place":["Brunswick, Germany"]}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sonja","family":"Sp\u00f6rl","sequence":"additional","affiliation":[{"name":"Center for Logic and Philosophy of Science, KU Leuven","place":["Leuven, Belgium"]}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1965","published-online":{"date-parts":[[2026,2,18]]},"reference":[{"key":"B1","unstructured":"Ein Tool zur Analyse von Mensch-Maschine-Relationen\n          \n          \n          2025"},{"key":"B56","first-page":"299","article-title":"Emotion Recognition in Healthcare","volume-title":"Ethical Perspectives on Artificial Intelligence in Biomedical Engineering","author":"Assadi","year":"2026"},{"key":"B2","doi-asserted-by":"crossref","DOI":"10.4324\/9781410607881","article-title":"Metaphor and artificial intelligence","volume-title":"Metaphor and symbol. 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