{"id":1428,"date":"2024-02-05T11:11:14","date_gmt":"2024-02-05T10:11:14","guid":{"rendered":"https:\/\/fondazione-fair.it\/spoke\/spoke-3-resilient-ai\/"},"modified":"2024-03-07T11:13:09","modified_gmt":"2024-03-07T10:13:09","slug":"spoke-3-resilient-ai","status":"publish","type":"page","link":"https:\/\/fondazione-fair.it\/en\/spoke\/spoke-3-resilient-ai\/","title":{"rendered":"Spoke 3 &#8211; Resilient AI"},"content":{"rendered":"<section class=\"l-section wpb_row us_custom_6afb3e97 sezione-titolo-spoke height_medium\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"w-image align_center\"><div class=\"w-image-h\"><img decoding=\"async\" width=\"165\" height=\"160\" src=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/numeri_icone_3-white.svg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" \/><\/div><\/div>[vc_custom_heading text=&#8221;Resilient AI&#8221; font_container=&#8221;tag:h1|text_align:center&#8221; use_theme_fonts=&#8221;yes&#8221; css=&#8221;%7B%22default%22%3A%7B%22color%22%3A%22%23ffffff%22%2C%22text-align%22%3A%22center%22%2C%22padding-top%22%3A%220%22%7D%7D&#8221;]<\/div><\/div><\/div><\/div><\/div><\/section><section class=\"l-section wpb_row us_custom_2df7d2d9 sezione-contenuto-spoke height_medium\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-8 wpb_column vc_column_container colonna-1-contenuto-spoke\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"g-cols wpb_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"w-video align_center ratio_16x9 has_iframe\"><div class=\"w-video-h\"><iframe title=\"Youtube video player\" src=\"\/\/www.youtube.com\/embed\/LK-owLCiO-4?autoplay=0&controls=1&origin=https:\/\/fondazione-fair.it\/en\/&loop=0&mute=0\" allowfullscreen=\"1\" loading=\"lazy\"><\/iframe><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"w-separator us_custom_1e5fe07b size_medium with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><b>Co-PI: Massimo Esposito (CNR)<\/b><b><br \/>\n<\/b><\/p>\n<p><span style=\"font-weight: 400;\">AI research challenges have all one crucial aspect in common: the use of machine learning algorithms trained with real-world data (in-the-wild data) that are unstructured, noisy, often incomplete, limited in number, and partially inconsistent. The quest for constant improvement in the performance of these systems cannot be separated from the study of specific methodologies aimed at processing data in-the-wild, making AI performance resilient and robust in these challenging contexts. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">The research activities that Spoke 3 aims at carrying out will include:<\/span><\/p>\n<ul>\n<li><span style=\"font-weight: 400;\"> the definition of adequate data augmentation techniques, when the data are incomplete or not adequately representative;<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> making the algorithms resilient and robust against possible external attacks (also resulting from training with &#8220;malicious&#8221; data);<\/span><\/li>\n<li><span style=\"font-weight: 400;\"> the investigation of the implications relating to the design, validation and verification, evolution and operation of software that implements machine or deep learning algorithms, when it must work in-the-wild.<\/span><\/li>\n<\/ul>\n<\/div><\/div><div class=\"w-separator size_small\"><\/div><div class=\"w-btn-wrapper align_center\"><a class=\"w-btn us-btn-style_2\" target=\"_blank\" href=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/Presentazione-Spoke-3-FAIR-Resilient-AI.pdf\"><span class=\"w-btn-label\">Download the presentation<\/span><\/a><\/div><div class=\"w-separator us_custom_1e5fe07b size_medium with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div><div class=\"g-cols wpb_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-12 wpb_column vc_column_container\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">[vc_custom_heading text=&#8221;Coordination&#8221; use_theme_fonts=&#8221;yes&#8221;]<div class=\"w-separator size_small\"><\/div><div class=\"w-hwrapper valign_top align_none\"><div class=\"w-image align_none\"><div class=\"w-image-h\"><img decoding=\"async\" width=\"180\" height=\"180\" src=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/coordinatore-spoke3-180x180.jpg\" class=\"attachment-us_180_180 size-us_180_180\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/coordinatore-spoke3-180x180.jpg 180w, https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/coordinatore-spoke3-300x300.jpg 300w, https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/coordinatore-spoke3-150x150.jpg 150w, https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/coordinatore-spoke3-400x400.jpg 400w, https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/coordinatore-spoke3.jpg 500w\" sizes=\"auto, (max-width: 180px) 100vw, 180px\" \/><\/div><\/div><div class=\"w-image us_custom_f19378dc align_left\"><div class=\"w-image-h\"><img decoding=\"async\" width=\"835\" height=\"834\" src=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/logo-federico2-1.jpg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/logo-federico2-1.jpg 835w, https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/logo-federico2-1-300x300.jpg 300w, https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/logo-federico2-1-150x150.jpg 150w, https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/logo-federico2-1-400x400.jpg 400w\" sizes=\"auto, (max-width: 835px) 100vw, 835px\" \/><\/div><\/div><\/div><div class=\"w-separator size_custom\" style=\"height:1rem\"><\/div><div class=\"wpb_text_column\"><div class=\"wpb_wrapper\"><p><strong>Sergio Di Martino, FAIR&#8217;s Spoke 3 coordinator<\/strong>, is a full professor of Computer Science at the Federico II University of Naples.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><div class=\"w-separator us_custom_1e5fe07b size_medium with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>[vc_custom_heading text=&#8221;Affiliates&#8221; use_theme_fonts=&#8221;yes&#8221;]<div class=\"w-hwrapper valign_top align_none\"><div class=\"w-image us_custom_4f72a7ad align_none\"><div class=\"w-image-h\"><img decoding=\"async\" width=\"834\" height=\"834\" src=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/logo-cnr1.jpg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/logo-cnr1.jpg 834w, https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/logo-cnr1-300x300.jpg 300w, https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/logo-cnr1-150x150.jpg 150w, https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/logo-cnr1-400x400.jpg 400w\" sizes=\"auto, (max-width: 834px) 100vw, 834px\" \/><\/div><\/div><div class=\"w-image us_custom_4f72a7ad align_none\"><div class=\"w-image-h\"><img decoding=\"async\" width=\"834\" height=\"834\" src=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/logo-univ-rma1.jpg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/logo-univ-rma1.jpg 834w, https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/logo-univ-rma1-300x300.jpg 300w, https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/logo-univ-rma1-150x150.jpg 150w, https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/logo-univ-rma1-400x400.jpg 400w\" sizes=\"auto, (max-width: 834px) 100vw, 834px\" \/><\/div><\/div><\/div><div class=\"w-separator us_custom_1e5fe07b size_medium with_line width_default thick_1 style_solid color_border align_center\"><div class=\"w-separator-h\"><\/div><\/div>[vc_custom_heading text=&#8221;News from Spoke 3&#8243; use_theme_fonts=&#8221;yes&#8221;]<div class=\"w-separator size_custom\" style=\"height:1rem\"><\/div><div class=\"w-grid us_grid type_grid layout_192 hidden cols_1 preload_style_spinner\" id=\"us_grid_1\" style=\"--columns:1;--gap:1.5rem;\" data-filterable=\"true\"><style>.layout_192 .w-grid-item-h{}.layout_192 .usg_post_image_1{width:45%!important;max-width:400px!important}.layout_192 .usg_post_title_1{margin-bottom:0.8rem!important}.layout_192 .usg_vwrapper_1{width:55%!important;padding-left:2rem!important;padding-top:0!important}.layout_192 .usg_post_date_1{color:#7B8289!important;font-size:16px!important;line-height:1.4em!important;margin-bottom:auto!important}.layout_192 .usg_post_taxonomy_1{color:#1100BD!important;font-size:15px!important;line-height:18px!important}@media (min-width:1025px) and (max-width:1380px){.layout_192 .usg_post_image_1{width:45%!important}.layout_192 .usg_vwrapper_1{width:55%!important;padding-left:2rem!important;padding-top:0!important}.layout_192 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{&quot;action&quot;:&quot;us_ajax_grid&quot;,&quot;infinite_scroll&quot;:0,&quot;max_num_pages&quot;:0,&quot;pagination&quot;:&quot;none&quot;,&quot;template_vars&quot;:{&quot;columns&quot;:&quot;1&quot;,&quot;exclude_items&quot;:&quot;none&quot;,&quot;img_size&quot;:&quot;default&quot;,&quot;ignore_items_size&quot;:0,&quot;items_layout&quot;:&quot;192&quot;,&quot;items_offset&quot;:&quot;1&quot;,&quot;load_animation&quot;:&quot;none&quot;,&quot;overriding_link&quot;:&quot;%7B%22url%22%3A%22%22%7D&quot;,&quot;post_id&quot;:0,&quot;query_args&quot;:{&quot;post_type&quot;:[&quot;post&quot;],&quot;tax_query&quot;:[{&quot;taxonomy&quot;:&quot;category&quot;,&quot;field&quot;:&quot;slug&quot;,&quot;terms&quot;:[&quot;spoke-3-resilient-ai&quot;]}],&quot;post_status&quot;:[&quot;publish&quot;,&quot;mapped&quot;,&quot;needs_update&quot;],&quot;posts_per_page&quot;:&quot;3&quot;},&quot;orderby_query_args&quot;:{&quot;orderby&quot;:{&quot;date&quot;:&quot;DESC&quot;}},&quot;type&quot;:&quot;grid&quot;,&quot;us_grid_post_type&quot;:&quot;post&quot;,&quot;us_grid_ajax_index&quot;:1,&quot;us_grid_filter_query_string&quot;:null,&quot;us_grid_index&quot;:1,&quot;page_args&quot;:[],&quot;lang&quot;:&quot;en&quot;}}'><\/div>\r\n\t<\/div><div class=\"w-grid-none type_message\">No results found.<\/div><div class=\"w-separator size_custom\" style=\"height:2rem\"><\/div><div class=\"wpb_text_column us_custom_e7be6b5b bottone-link-interno\"><div class=\"wpb_wrapper\"><p><a href=\"https:\/\/fondazione-fair.it\/en\/categoria\/spoke-3-resilient-ai-en\/\">Read all the news of spoke 3<\/a><\/p>\n<\/div><\/div><\/div><\/div><\/div><div class=\"vc_col-sm-4 wpb_column vc_column_container colonna-2-contenuto-spoke\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><section class=\"l-section wpb_row us_custom_5cd26a65 sezione-contenuto-spoke height_medium width_full\"><div class=\"l-section-h i-cf\"><div class=\"g-cols vc_row via_flex valign_top type_default stacking_default\"><div class=\"vc_col-sm-12 wpb_column vc_column_container colonna-1-contenuto-spoke\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">[vc_custom_heading text=&#8221;Discover the Spokes&#8221; font_container=&#8221;tag:h4|text_align:left&#8221; use_theme_fonts=&#8221;yes&#8221;]<div class=\"w-hwrapper gruppo-spoke valign_top align_none\"><div class=\"w-vwrapper us_custom_9ae10c49 align_center valign_top\"><div class=\"w-image us_custom_ec04311a has_height align_center\"><a href=\"https:\/\/fondazione-fair.it\/en\/spoke\/spoke-1-human-centered-ai\/\" aria-label=\"numero-fair-01\" class=\"w-image-h\"><img decoding=\"async\" width=\"130\" height=\"130\" src=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/numero-fair-01.svg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" \/><\/a><\/div><div class=\"wpb_text_column us_custom_58b1af09\"><div class=\"wpb_wrapper\"><p>Human-<br \/>\ncentered AI<\/p>\n<\/div><\/div><\/div><div class=\"w-vwrapper us_custom_eae9082b align_center valign_top\"><div class=\"w-image us_custom_ec04311a has_height align_center\"><a href=\"https:\/\/fondazione-fair.it\/en\/spoke\/spoke-2-integrative-ai\/\" aria-label=\"numero-fair-02\" class=\"w-image-h\"><img decoding=\"async\" width=\"130\" height=\"130\" src=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/numero-fair-02.svg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" \/><\/a><\/div><div class=\"wpb_text_column us_custom_58b1af09\"><div class=\"wpb_wrapper\"><p>Integrative AI<\/p>\n<\/div><\/div><\/div><\/div><div class=\"w-separator size_custom\" style=\"height:1rem\"><\/div><div class=\"w-hwrapper gruppo-spoke valign_top align_none\"><div class=\"w-vwrapper us_custom_3ff11bf9 align_center valign_top\"><div class=\"w-image us_custom_ec04311a has_height align_center\"><a href=\"https:\/\/fondazione-fair.it\/en\/spoke\/spoke-3-resilient-ai\/\" aria-label=\"numero-fair-03\" class=\"w-image-h\"><img decoding=\"async\" width=\"130\" height=\"130\" src=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/numero-fair-03.svg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" \/><\/a><\/div><div class=\"wpb_text_column us_custom_58b1af09\"><div class=\"wpb_wrapper\"><p>Resilient AI<\/p>\n<\/div><\/div><\/div><div class=\"w-vwrapper us_custom_92e9b0f9 align_center valign_top\"><div class=\"w-image us_custom_ec04311a has_height align_center\"><a href=\"https:\/\/fondazione-fair.it\/en\/spoke\/spoke-4-adaptive-ai\/\" aria-label=\"numero-fair-04\" class=\"w-image-h\"><img decoding=\"async\" width=\"130\" height=\"130\" src=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/numero-fair-04.svg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" \/><\/a><\/div><div class=\"wpb_text_column us_custom_58b1af09\"><div class=\"wpb_wrapper\"><p>Adaptive AI<\/p>\n<\/div><\/div><\/div><\/div><div class=\"w-separator size_custom\" style=\"height:1rem\"><\/div><div class=\"w-hwrapper gruppo-spoke valign_top align_none\"><div class=\"w-vwrapper us_custom_3ff11bf9 align_center valign_top\"><div class=\"w-image us_custom_ec04311a has_height align_center\"><a href=\"https:\/\/fondazione-fair.it\/en\/spoke\/spoke-5-high-quality-ai\/\" aria-label=\"numero-fair-05\" class=\"w-image-h\"><img decoding=\"async\" width=\"130\" height=\"130\" src=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/numero-fair-05.svg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" \/><\/a><\/div><div class=\"wpb_text_column us_custom_58b1af09\"><div class=\"wpb_wrapper\"><p>High quality AI<\/p>\n<\/div><\/div><\/div><div class=\"w-vwrapper us_custom_92e9b0f9 align_center valign_top\"><div class=\"w-image us_custom_ec04311a has_height align_center\"><a href=\"https:\/\/fondazione-fair.it\/en\/spoke\/spoke-6-symbiotic-ai\/\" aria-label=\"numero-fair-06\" class=\"w-image-h\"><img decoding=\"async\" width=\"130\" height=\"130\" src=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/numero-fair-06.svg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" \/><\/a><\/div><div class=\"wpb_text_column us_custom_58b1af09\"><div class=\"wpb_wrapper\"><p>Symbiotic AI<\/p>\n<\/div><\/div><\/div><\/div><div class=\"w-separator size_custom\" style=\"height:1rem\"><\/div><div class=\"w-hwrapper gruppo-spoke valign_top align_none\"><div class=\"w-vwrapper us_custom_3ff11bf9 align_center valign_top\"><div class=\"w-image us_custom_ec04311a has_height align_center\"><a href=\"https:\/\/fondazione-fair.it\/en\/spoke\/spoke-7-edge-exascale-ai\/\" aria-label=\"numero-fair-07\" class=\"w-image-h\"><img decoding=\"async\" width=\"130\" height=\"130\" src=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/numero-fair-07.svg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" \/><\/a><\/div><div class=\"wpb_text_column us_custom_58b1af09\"><div class=\"wpb_wrapper\"><p>Edge-<br \/>\nexascale AI<\/p>\n<\/div><\/div><\/div><div class=\"w-vwrapper us_custom_eae9082b align_center valign_top\"><div class=\"w-image us_custom_ec04311a has_height align_center\"><a href=\"https:\/\/fondazione-fair.it\/en\/spoke\/spoke-8-pervasive-ai\/\" aria-label=\"numero-fair-08\" class=\"w-image-h\"><img decoding=\"async\" width=\"130\" height=\"130\" src=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/numero-fair-08.svg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" \/><\/a><\/div><div class=\"wpb_text_column us_custom_58b1af09\"><div class=\"wpb_wrapper\"><p>Pervasive AI<\/p>\n<\/div><\/div><\/div><\/div><div class=\"w-separator size_custom\" style=\"height:1rem\"><\/div><div class=\"w-hwrapper gruppo-spoke valign_top align_none\"><div class=\"w-vwrapper us_custom_3ff11bf9 align_center valign_top\"><div class=\"w-image us_custom_ec04311a has_height align_center\"><a href=\"https:\/\/fondazione-fair.it\/en\/spoke\/spoke-9-green-aware-ai\/\" aria-label=\"numero-fair-09\" class=\"w-image-h\"><img decoding=\"async\" width=\"130\" height=\"130\" src=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/numero-fair-09.svg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" \/><\/a><\/div><div class=\"wpb_text_column us_custom_58b1af09\"><div class=\"wpb_wrapper\"><p>Green-<br \/>\naware AI<\/p>\n<\/div><\/div><\/div><div class=\"w-vwrapper us_custom_92e9b0f9 align_center valign_top\"><div class=\"w-image us_custom_ec04311a has_height align_center\"><a href=\"https:\/\/fondazione-fair.it\/en\/spoke\/spoke-10-bio-socio-cognitive-ai\/\" aria-label=\"numero-fair-10\" class=\"w-image-h\"><img decoding=\"async\" width=\"166\" height=\"130\" src=\"https:\/\/fondazione-fair.it\/wp-content\/uploads\/2024\/02\/numero-fair-10.svg\" class=\"attachment-full size-full\" alt=\"\" loading=\"lazy\" \/><\/a><\/div><div class=\"wpb_text_column us_custom_58b1af09\"><div class=\"wpb_wrapper\"><p>Bio-socio-<br \/>\ncognitive AI<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/section>\n<\/div><\/div><\/div><\/div><\/div><\/section>\n","protected":false},"excerpt":{"rendered":"[vc_custom_heading text=\"Resilient AI\" font_container=\"tag:h1|text_align:center\" use_theme_fonts=\"yes\" css=\"%7B%22default%22%3A%7B%22color%22%3A%22%23ffffff%22%2C%22text-align%22%3A%22center%22%2C%22padding-top%22%3A%220%22%7D%7D\"] Co-PI: Massimo Esposito (CNR) AI research challenges have all one crucial aspect in common: the use of machine learning algorithms trained with real-world data (in-the-wild data) that are unstructured, noisy, often incomplete, limited in number, and partially inconsistent. The quest for constant improvement in the performance of these systems...","protected":false},"author":1,"featured_media":0,"parent":1413,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1428","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/fondazione-fair.it\/en\/wp-json\/wp\/v2\/pages\/1428","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fondazione-fair.it\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/fondazione-fair.it\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/fondazione-fair.it\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fondazione-fair.it\/en\/wp-json\/wp\/v2\/comments?post=1428"}],"version-history":[{"count":5,"href":"https:\/\/fondazione-fair.it\/en\/wp-json\/wp\/v2\/pages\/1428\/revisions"}],"predecessor-version":[{"id":1433,"href":"https:\/\/fondazione-fair.it\/en\/wp-json\/wp\/v2\/pages\/1428\/revisions\/1433"}],"up":[{"embeddable":true,"href":"https:\/\/fondazione-fair.it\/en\/wp-json\/wp\/v2\/pages\/1413"}],"wp:attachment":[{"href":"https:\/\/fondazione-fair.it\/en\/wp-json\/wp\/v2\/media?parent=1428"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}