{"id":11227,"date":"2024-04-03T10:42:20","date_gmt":"2024-04-03T10:42:20","guid":{"rendered":"https:\/\/dailyai.com\/?p=11227"},"modified":"2024-04-03T10:42:20","modified_gmt":"2024-04-03T10:42:20","slug":"apples-realm-sees-on-screen-visuals-better-than-gpt-4","status":"publish","type":"post","link":"https:\/\/dailyai.com\/it\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/","title":{"rendered":"Il ReALM di Apple \"vede\" le immagini sullo schermo meglio del GPT-4"},"content":{"rendered":"<p><strong>Gli ingegneri di Apple hanno sviluppato un sistema di intelligenza artificiale che risolve i riferimenti complessi alle entit\u00e0 sullo schermo e alle conversazioni degli utenti. Il modello leggero potrebbe essere la soluzione ideale per gli assistenti virtuali su dispositivo.<\/strong><\/p>\n<p>Gli esseri umani sono bravi a risolvere i riferimenti nelle conversazioni con gli altri. Quando usiamo termini come \"quello in basso\" o \"lui\", capiamo a cosa si riferisce la persona in base al contesto della conversazione e alle cose che possiamo vedere.<\/p>\n<p>\u00c8 molto pi\u00f9 difficile per un modello di intelligenza artificiale fare questo. I LLM multimodali come GPT-4 sono bravi a rispondere alle domande sulle immagini, ma sono costosi da addestrare e richiedono un notevole overhead di calcolo per elaborare ogni domanda su un'immagine.<\/p>\n<p>Gli ingegneri di Apple hanno adottato un approccio diverso con il loro sistema, chiamato ReALM (Reference Resolution As Language Modeling). <a href=\"https:\/\/arxiv.org\/pdf\/2403.20329.pdf\" target=\"_blank\" rel=\"noopener\">La carta<\/a> vale la pena di leggere per avere maggiori dettagli sul loro processo di sviluppo e di test.<\/p>\n<p>ReALM utilizza un LLM per elaborare le entit\u00e0 di conversazione, quelle sullo schermo e quelle di sottofondo (allarmi, musica di sottofondo) che compongono le interazioni di un utente con un agente AI virtuale.<\/p>\n<p>Ecco un esempio del tipo di interazione che un utente potrebbe avere con un agente AI.<\/p>\n<figure id=\"attachment_11231\" aria-describedby=\"caption-attachment-11231\" style=\"width: 746px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-11231\" src=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/Agent-interactions.png\" alt=\"\" width=\"746\" height=\"298\" srcset=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/Agent-interactions.png 746w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/Agent-interactions-300x120.png 300w, https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/Agent-interactions-60x24.png 60w\" sizes=\"auto, (max-width: 746px) 100vw, 746px\" \/><figcaption id=\"caption-attachment-11231\" class=\"wp-caption-text\">Esempi di interazioni di un utente con un assistente virtuale. Fonte: arXiv<\/figcaption><\/figure>\n<p>L'agente deve comprendere entit\u00e0 conversazionali come il fatto che quando l'utente dice \"quello\" si riferisce al numero di telefono della farmacia.<\/p>\n<p>Deve anche comprendere il contesto visivo quando l'utente dice \"quello in basso\", e questo \u00e8 l'aspetto in cui l'approccio di ReALM si differenzia da modelli come il GPT-4.<\/p>\n<p>ReALM si basa su codificatori a monte per analizzare gli elementi sullo schermo e le loro posizioni. ReALM ricostruisce quindi lo schermo in rappresentazioni puramente testuali, da sinistra a destra e dall'alto in basso.<\/p>\n<p>In parole povere, utilizza il linguaggio naturale per riassumere la schermata dell'utente.<\/p>\n<p>Ora, quando un utente pone una domanda su qualcosa sullo schermo, il modello linguistico elabora la descrizione testuale della schermata, invece di dover utilizzare un modello di visione per elaborare l'immagine sullo schermo.<\/p>\n<p>I ricercatori hanno creato set di dati sintetici di entit\u00e0 conversazionali, sullo schermo e sullo sfondo e hanno testato ReALM e altri modelli per verificare la loro efficacia nel risolvere i riferimenti nei sistemi conversazionali.<\/p>\n<p>La versione pi\u00f9 piccola di ReALM (80M parametri) si \u00e8 comportata in modo comparabile con GPT-4 e la sua versione pi\u00f9 grande (3B parametri) ha superato in modo sostanziale GPT-4.<\/p>\n<p>ReALM \u00e8 un modello di dimensioni ridotte rispetto al GPT-4. La sua risoluzione di riferimento superiore lo rende la scelta ideale per un assistente virtuale che pu\u00f2 esistere sul dispositivo senza compromettere le prestazioni.<\/p>\n<p>ReALM non funziona altrettanto bene con le immagini pi\u00f9 complesse o con le richieste sfumate degli utenti, ma potrebbe funzionare bene come assistente virtuale in auto o sul dispositivo. Immaginate se Siri potesse \"vedere\" lo schermo del vostro iPhone e rispondere ai riferimenti agli elementi sullo schermo.<\/p>\n<p>Apple \u00e8 stata un po' lenta nell'uscire dai blocchi, ma i recenti sviluppi, come il loro <a href=\"https:\/\/dailyai.com\/it\/2024\/03\/apple-reveals-mm1-its-first-family-of-multimodal-llms\/\">Modello MM1<\/a> e ReALM dimostrano che molto sta accadendo a porte chiuse.<\/p>","protected":false},"excerpt":{"rendered":"<p>Gli ingegneri di Apple hanno sviluppato un sistema di intelligenza artificiale che risolve i riferimenti complessi alle entit\u00e0 sullo schermo e alle conversazioni degli utenti. Questo modello leggero potrebbe essere la soluzione ideale per gli assistenti virtuali su dispositivo. Gli esseri umani sono bravi a risolvere i riferimenti nelle conversazioni tra loro. Quando usiamo termini come \"quello in basso\" o \"lui\", capiamo a cosa si riferisce la persona in base al contesto della conversazione e alle cose che possiamo vedere. \u00c8 molto pi\u00f9 difficile per un modello di intelligenza artificiale fare questo. I LLM multimodali come il GPT-4 sono bravi a rispondere a domande sulle immagini, ma sono costosi da addestrare e richiedono un'analisi approfondita.<\/p>","protected":false},"author":6,"featured_media":11232,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[126,166,118],"class_list":["post-11227","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-apple","tag-computer-vision","tag-llms"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Apple\u2019s ReALM \u2018sees\u2019 on-screen visuals better than GPT-4 | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/it\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Apple\u2019s ReALM \u2018sees\u2019 on-screen visuals better than GPT-4 | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Apple engineers developed an AI system that resolves complex references to on-screen entities and user conversations. The lightweight model could be an ideal solution for on-device virtual assistants. Humans are good at resolving references in conversations with each other. When we use terms like \u201cthe bottom one\u201d or \u201chim\u201d we understand what the person is referring to based on the context of the conversation and things we can see. It\u2019s a lot more difficult for an AI model to do this. Multimodal LLMs like GPT-4 are good at answering questions about images but are expensive to train and require a\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/it\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2024-04-03T10:42:20+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/Apple-ReALM.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"1792\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"Eugene van der Watt\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:site\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:label1\" content=\"Scritto da\" \/>\n\t<meta name=\"twitter:data1\" content=\"Eugene van der Watt\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tempo di lettura stimato\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minuti\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/04\\\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/04\\\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\\\/\"},\"author\":{\"name\":\"Eugene van der Watt\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/person\\\/7ce525c6d0c79838b7cc7cde96993cfa\"},\"headline\":\"Apple\u2019s ReALM \u2018sees\u2019 on-screen visuals better than GPT-4\",\"datePublished\":\"2024-04-03T10:42:20+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/04\\\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\\\/\"},\"wordCount\":486,\"publisher\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/04\\\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/Apple-ReALM.webp\",\"keywords\":[\"Apple\",\"Computer vision\",\"LLMS\"],\"articleSection\":[\"Industry\"],\"inLanguage\":\"it-IT\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/04\\\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\\\/\",\"url\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/04\\\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\\\/\",\"name\":\"Apple\u2019s ReALM \u2018sees\u2019 on-screen visuals better than GPT-4 | DailyAI\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/04\\\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/04\\\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/Apple-ReALM.webp\",\"datePublished\":\"2024-04-03T10:42:20+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/04\\\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\\\/#breadcrumb\"},\"inLanguage\":\"it-IT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dailyai.com\\\/2024\\\/04\\\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/04\\\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\\\/#primaryimage\",\"url\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/Apple-ReALM.webp\",\"contentUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/Apple-ReALM.webp\",\"width\":1792,\"height\":1024},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2024\\\/04\\\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/dailyai.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Apple\u2019s ReALM \u2018sees\u2019 on-screen visuals better than GPT-4\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#website\",\"url\":\"https:\\\/\\\/dailyai.com\\\/\",\"name\":\"DailyAI\",\"description\":\"Your Daily Dose of AI News\",\"publisher\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/dailyai.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"it-IT\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\",\"name\":\"DailyAI\",\"url\":\"https:\\\/\\\/dailyai.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/06\\\/Daily-Ai_TL_colour.png\",\"contentUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/06\\\/Daily-Ai_TL_colour.png\",\"width\":4501,\"height\":934,\"caption\":\"DailyAI\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/x.com\\\/DailyAIOfficial\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/dailyaiofficial\\\/\",\"https:\\\/\\\/www.youtube.com\\\/@DailyAIOfficial\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/person\\\/7ce525c6d0c79838b7cc7cde96993cfa\",\"name\":\"Eugene van der Watt\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/Eugine_Profile_Picture-96x96.png\",\"url\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/Eugine_Profile_Picture-96x96.png\",\"contentUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/Eugine_Profile_Picture-96x96.png\",\"caption\":\"Eugene van der Watt\"},\"description\":\"Eugene comes from an electronic engineering background and loves all things tech. When he takes a break from consuming AI news you'll find him at the snooker table.\",\"sameAs\":[\"www.linkedin.com\\\/in\\\/eugene-van-der-watt-16828119\"],\"url\":\"https:\\\/\\\/dailyai.com\\\/it\\\/author\\\/eugene\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Il ReALM di Apple \"vede\" le immagini sullo schermo meglio del GPT-4 | DailyAI","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/dailyai.com\/it\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/","og_locale":"it_IT","og_type":"article","og_title":"Apple\u2019s ReALM \u2018sees\u2019 on-screen visuals better than GPT-4 | DailyAI","og_description":"Apple engineers developed an AI system that resolves complex references to on-screen entities and user conversations. The lightweight model could be an ideal solution for on-device virtual assistants. Humans are good at resolving references in conversations with each other. When we use terms like \u201cthe bottom one\u201d or \u201chim\u201d we understand what the person is referring to based on the context of the conversation and things we can see. It\u2019s a lot more difficult for an AI model to do this. Multimodal LLMs like GPT-4 are good at answering questions about images but are expensive to train and require a","og_url":"https:\/\/dailyai.com\/it\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/","og_site_name":"DailyAI","article_published_time":"2024-04-03T10:42:20+00:00","og_image":[{"width":1792,"height":1024,"url":"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/Apple-ReALM.webp","type":"image\/webp"}],"author":"Eugene van der Watt","twitter_card":"summary_large_image","twitter_creator":"@DailyAIOfficial","twitter_site":"@DailyAIOfficial","twitter_misc":{"Scritto da":"Eugene van der Watt","Tempo di lettura stimato":"3 minuti"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"NewsArticle","@id":"https:\/\/dailyai.com\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/#article","isPartOf":{"@id":"https:\/\/dailyai.com\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/"},"author":{"name":"Eugene van der Watt","@id":"https:\/\/dailyai.com\/#\/schema\/person\/7ce525c6d0c79838b7cc7cde96993cfa"},"headline":"Apple\u2019s ReALM \u2018sees\u2019 on-screen visuals better than GPT-4","datePublished":"2024-04-03T10:42:20+00:00","mainEntityOfPage":{"@id":"https:\/\/dailyai.com\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/"},"wordCount":486,"publisher":{"@id":"https:\/\/dailyai.com\/#organization"},"image":{"@id":"https:\/\/dailyai.com\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/#primaryimage"},"thumbnailUrl":"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/Apple-ReALM.webp","keywords":["Apple","Computer vision","LLMS"],"articleSection":["Industry"],"inLanguage":"it-IT"},{"@type":"WebPage","@id":"https:\/\/dailyai.com\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/","url":"https:\/\/dailyai.com\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/","name":"Il ReALM di Apple \"vede\" le immagini sullo schermo meglio del GPT-4 | DailyAI","isPartOf":{"@id":"https:\/\/dailyai.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/dailyai.com\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/#primaryimage"},"image":{"@id":"https:\/\/dailyai.com\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/#primaryimage"},"thumbnailUrl":"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/Apple-ReALM.webp","datePublished":"2024-04-03T10:42:20+00:00","breadcrumb":{"@id":"https:\/\/dailyai.com\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/#breadcrumb"},"inLanguage":"it-IT","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dailyai.com\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/"]}]},{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/dailyai.com\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/#primaryimage","url":"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/Apple-ReALM.webp","contentUrl":"https:\/\/dailyai.com\/wp-content\/uploads\/2024\/04\/Apple-ReALM.webp","width":1792,"height":1024},{"@type":"BreadcrumbList","@id":"https:\/\/dailyai.com\/2024\/04\/apples-realm-sees-on-screen-visuals-better-than-gpt-4\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/dailyai.com\/"},{"@type":"ListItem","position":2,"name":"Apple\u2019s ReALM \u2018sees\u2019 on-screen visuals better than GPT-4"}]},{"@type":"WebSite","@id":"https:\/\/dailyai.com\/#website","url":"https:\/\/dailyai.com\/","name":"DailyAI","description":"La vostra dose quotidiana di notizie sull'intelligenza artificiale","publisher":{"@id":"https:\/\/dailyai.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/dailyai.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"it-IT"},{"@type":"Organization","@id":"https:\/\/dailyai.com\/#organization","name":"DailyAI","url":"https:\/\/dailyai.com\/","logo":{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/dailyai.com\/#\/schema\/logo\/image\/","url":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/06\/Daily-Ai_TL_colour.png","contentUrl":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/06\/Daily-Ai_TL_colour.png","width":4501,"height":934,"caption":"DailyAI"},"image":{"@id":"https:\/\/dailyai.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/DailyAIOfficial","https:\/\/www.linkedin.com\/company\/dailyaiofficial\/","https:\/\/www.youtube.com\/@DailyAIOfficial"]},{"@type":"Person","@id":"https:\/\/dailyai.com\/#\/schema\/person\/7ce525c6d0c79838b7cc7cde96993cfa","name":"Eugene van der Watt","image":{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/Eugine_Profile_Picture-96x96.png","url":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/Eugine_Profile_Picture-96x96.png","contentUrl":"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/Eugine_Profile_Picture-96x96.png","caption":"Eugene van der Watt"},"description":"Eugene proviene da un background di ingegneria elettronica e ama tutto ci\u00f2 che \u00e8 tecnologico. Quando si prende una pausa dal consumo di notizie sull'intelligenza artificiale, lo si pu\u00f2 trovare al tavolo da biliardo.","sameAs":["www.linkedin.com\/in\/eugene-van-der-watt-16828119"],"url":"https:\/\/dailyai.com\/it\/author\/eugene\/"}]}},"_links":{"self":[{"href":"https:\/\/dailyai.com\/it\/wp-json\/wp\/v2\/posts\/11227","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dailyai.com\/it\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dailyai.com\/it\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dailyai.com\/it\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/dailyai.com\/it\/wp-json\/wp\/v2\/comments?post=11227"}],"version-history":[{"count":3,"href":"https:\/\/dailyai.com\/it\/wp-json\/wp\/v2\/posts\/11227\/revisions"}],"predecessor-version":[{"id":11234,"href":"https:\/\/dailyai.com\/it\/wp-json\/wp\/v2\/posts\/11227\/revisions\/11234"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/dailyai.com\/it\/wp-json\/wp\/v2\/media\/11232"}],"wp:attachment":[{"href":"https:\/\/dailyai.com\/it\/wp-json\/wp\/v2\/media?parent=11227"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dailyai.com\/it\/wp-json\/wp\/v2\/categories?post=11227"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dailyai.com\/it\/wp-json\/wp\/v2\/tags?post=11227"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}