{"id":7893,"date":"2022-01-07T16:23:00","date_gmt":"2022-01-07T15:23:00","guid":{"rendered":"https:\/\/hugoscurto.com\/?post_type=jetpack-portfolio&p=7893"},"modified":"2025-07-02T19:58:54","modified_gmt":"2025-07-02T18:58:54","slug":"prototyping-diffracting-ml","status":"publish","type":"jetpack-portfolio","link":"https:\/\/hugoscurto.com\/en\/portfolio\/prototyping-diffracting-ml\/","title":{"rendered":"prototyping\/diffracting AI"},"content":{"rendered":"
Scurto, Caramiaux, Bevilacqua, 2019\u20142021
research-action-creation method<\/strong><\/span><\/h6>\n

A diffractive method for machine learning prototyping, to resist normative framings of AI. I propose to craft machine learning, using it as creative material in art and design projects, involving diverse bodies and beings. Reflecting on my experience with this practice in interdisciplinary contexts, I identify five socio-technical conditions that enables to interfere design and engineering in machine learning prototyping: situational whole<\/em>, small data<\/em>, shallow model<\/em>, learnable algorithm<\/em>, and somaesthetic behaviour<\/em>. I suggest that these interferences are vital in reshaping practices and discourses in AI.<\/p>\n

Year<\/span><\/strong>
2019\u20142021<\/h6>\n
Credits<\/span><\/strong>
The project was developed with Baptiste Caramiaux and Fr\u00e9d\u00e9ric Bevilacqua, in collaboration with the Reflective Interaction<\/a> group of EnsadLab<\/a>, the HCI Sorbonne<\/a> group of ISIR<\/a>, and the ISMM<\/a> group of IRCAM<\/a>, in the context of a postdoctoral fellowship program at Faculty of Medicine<\/a>, Sorbonne Universit\u00e9.<\/h6>\n
Publications<\/span><\/strong>
Paper at DIS<\/a> (2021)<\/h6>\n

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Scurto, Caramiaux, Bevilacqua, 2019\u20142021research-action-creation method A diffractive method for machine learning prototyping, to resist normative framings of AI. I propose to craft machine learning, using it as creative material in art and design projects, involving diverse bodies and beings. Reflecting on my experience with this practice in interdisciplinary contexts, I identify five socio-technical conditions that […]<\/p>\n","protected":false},"author":97209351,"featured_media":6449,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"jetpack_seo_schema_type":"","footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"jetpack-portfolio-type":[173],"jetpack-portfolio-tag":[],"class_list":["post-7893","jetpack-portfolio","type-jetpack-portfolio","status-publish","format-standard","has-post-thumbnail","hentry","jetpack-portfolio-type-science"],"jetpack_publicize_connections":[],"jetpack_likes_enabled":false,"jetpack_sharing_enabled":false,"_links":{"self":[{"href":"https:\/\/hugoscurto.com\/en\/wp-json\/wp\/v2\/jetpack-portfolio\/7893","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hugoscurto.com\/en\/wp-json\/wp\/v2\/jetpack-portfolio"}],"about":[{"href":"https:\/\/hugoscurto.com\/en\/wp-json\/wp\/v2\/types\/jetpack-portfolio"}],"author":[{"embeddable":true,"href":"https:\/\/hugoscurto.com\/en\/wp-json\/wp\/v2\/users\/97209351"}],"replies":[{"embeddable":true,"href":"https:\/\/hugoscurto.com\/en\/wp-json\/wp\/v2\/comments?post=7893"}],"version-history":[{"count":9,"href":"https:\/\/hugoscurto.com\/en\/wp-json\/wp\/v2\/jetpack-portfolio\/7893\/revisions"}],"predecessor-version":[{"id":7995,"href":"https:\/\/hugoscurto.com\/en\/wp-json\/wp\/v2\/jetpack-portfolio\/7893\/revisions\/7995"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hugoscurto.com\/en\/wp-json\/wp\/v2\/media\/6449"}],"wp:attachment":[{"href":"https:\/\/hugoscurto.com\/en\/wp-json\/wp\/v2\/media?parent=7893"}],"wp:term":[{"taxonomy":"jetpack-portfolio-type","embeddable":true,"href":"https:\/\/hugoscurto.com\/en\/wp-json\/wp\/v2\/jetpack-portfolio-type?post=7893"},{"taxonomy":"jetpack-portfolio-tag","embeddable":true,"href":"https:\/\/hugoscurto.com\/en\/wp-json\/wp\/v2\/jetpack-portfolio-tag?post=7893"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}