{"id":31067,"date":"2020-10-21T17:56:10","date_gmt":"2020-10-21T15:56:10","guid":{"rendered":"https:\/\/festivaldelfuturo.eu\/?p=31067"},"modified":"2020-11-10T00:15:24","modified_gmt":"2020-11-09T23:15:24","slug":"la-grande-collaborazione-uomini-macchine-intelligenza-artificiale","status":"publish","type":"post","link":"https:\/\/festivaldelfuturo.eu\/en\/2020\/10\/21\/la-grande-collaborazione-uomini-macchine-intelligenza-artificiale\/","title":{"rendered":"The great collaboration: men, machines, artificial intelligence"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"762\" height=\"1024\" src=\"https:\/\/festivaldelfuturo.eu\/wp-content\/uploads\/2020\/11\/FDF20-speciale01-la-grande-collaborazione-762x1024.jpg\" alt=\"\" class=\"wp-image-31068\"\/><\/figure>\n\n\n\n<p>We have been talking about it for years and, more or less, we all have some idea of what the famous Artificial Intelligence is, often mentioned in articles and books as AI. But do we really know what it is? If you don&#039;t have a clear idea about Artificial Intelligence, don&#039;t worry. You are, in fact, in good company as you share this lack of clarity with most of the people in your city or, for that matter, any other city in the world. Yet, even if we do not notice it easily, Artificial Intelligence is now around us, it is already in our homes, in the sites we visit, in the contacts we take by phone and in the stores where we go shopping. And of course in our factories and offices, in trains and planes, but also in our cars.<\/p>\n\n\n\n<p>In short, Artificial Intelligence exists and is here to stay and we must not fear its presence either today or in the future. In fact, technologists even invite us to drop the expression &quot;Artificial Intelligence&quot; and instead use that of &quot;augmented intelligence&quot; (we note, incidentally, the abandonment of capital letters). This is because even the smartest machines can&#039;t do much if they don&#039;t have human help. The robot in the factory can only operate after it has received valuable human instructions, and while its software can learn by iterating experiences, it lags behind humans incomparably. Its best performance is obtained in collaboration with people, which is why it has become preferable to speak of augmented intelligence, which is not that of the machine but, precisely, that of the man who uses it.<\/p>\n\n\n\n<p>Of course, progress is rapid and daily. At home we talk to Siri or Alexa; when we call a call center we are often answered by a chatbot, an educated machine that is difficult to distinguish from a human being; in a shop we can be greeted by a facial recognition software that remembers our previous visits and shows us on the fly the products that may interest us, whether it is a car, a dress or a make-up. And a robo-advisor at the bank recommends an investment suited to our risk appetite.<\/p>\n\n\n\n<p>The examples could be many but the picture is now clear. We live side by side with machines that are increasingly intelligent and above all capable of learning. They can do this because they run millions of iterations and collect data which they then analyze and filter to get to a higher stage. Or they may be equipped with neural networks that mimic people&#039;s brain processes. In fact, they use billions of data at breakneck speed to enrich their knowledge, share it with people, and improve at each next stage.<\/p>\n\n\n\n<p>And tomorrow? An example known to all is that of the autonomous car which is technically already fully operational but which cannot yet be freely introduced. Partly because the cities are not yet ready, partly because cars, or rather their brains, are not yet capable of evaluating \u201cambiguous\u201d situations. For example, what to do when both a passenger and a pedestrian are in danger at the same time who suddenly cross the road and run the risk of being run over.<\/p>\n\n\n\n<p>These are very concrete &quot;ethical&quot; decisions that humans today know how to make, even if in many cases they are wrong. But that machines are not yet able to select. In short, artificial intelligence is welcome, and especially augmented intelligence. The important thing, however, is that the control of the technology remains firmly in our hands.<\/p>\n\n\n\n<p>This is not necessarily a very easy task, but since the process is now unstoppable, the question must be faced with clarity. We need new kinds of skills and sensibilities, and an ability to look beyond and intuit implications and side effects. A capacity for evaluation that does not concern only the technical and economic areas, but also the legal, political, social, psychological ones. Only in this way can we talk about augmented intelligence.<\/p>\n\n\n\n<p><strong>Enrico Sassoon<\/strong><br>Chief Editor of Harvard Business Review Italy<\/p>\n\n\n\n<h2>Summary<br>Insert no. 01 - THE GREAT COLLABORATION<\/h2>\n\n\n\n<p><strong>Towards an anthropocentric digital knowledge<\/strong> by Mark Esposito<br><strong>Deciding in the age of artificial intelligence<\/strong> by Andrea Granelli<br><strong>The great promises of the augmented man<\/strong> by Enrico Sassoon<br><strong>A challenge to be won is continuous learning<\/strong> by Bruno Lamborghini<br><strong>Towards the hybridization of human intelligence and algorithmic power<\/strong> by Andrea Granelli<br><strong>How much music meets artificial intelligence<\/strong> by Gadi Sassoon<\/p>\n\n\n\n<div class=\"et_bloom_inline_form et_bloom_optin et_bloom_make_form_visible et_bloom_optin_5\" style=\"display: none;\">\n\t\t\t\t<style type=\"text\/css\">.et_bloom .et_bloom_optin_5 .et_bloom_form_content { background-color: #6389a7 !important; } .et_bloom .et_bloom_optin_5 .et_bloom_form_container .et_bloom_form_header { background-color: #ffffff !important; } .et_bloom .et_bloom_optin_5 .carrot_edge .et_bloom_form_content:before { border-top-color: #ffffff !important; } .et_bloom .et_bloom_optin_5 .carrot_edge.et_bloom_form_right .et_bloom_form_content:before, .et_bloom .et_bloom_optin_5 .carrot_edge.et_bloom_form_left .et_bloom_form_content:before { border-top-color: transparent !important; border-left-color: #ffffff !important; }\n\t\t\t\t\t\t@media only screen and ( max-width: 767px ) {.et_bloom .et_bloom_optin_5 .carrot_edge.et_bloom_form_right .et_bloom_form_content:before { border-top-color: #ffffff !important; border-left-color: transparent !important; }.et_bloom .et_bloom_optin_5 .carrot_edge.et_bloom_form_left .et_bloom_form_content:after { border-bottom-color: #ffffff !important; border-left-color: transparent !important; }\n\t\t\t\t\t\t}.et_bloom .et_bloom_optin_5 .et_bloom_form_content button { background-color: #ffffff !important; } .et_bloom .et_bloom_optin_5 .et_bloom_form_content .et_bloom_fields i { color: #ffffff !important; } .et_bloom .et_bloom_optin_5 .et_bloom_form_content .et_bloom_custom_field_radio i:before { background: #ffffff !important; } .et_bloom .et_bloom_optin_5 .et_bloom_form_content button { background-color: #ffffff !important; } .et_bloom .et_bloom_optin_5 .et_bloom_form_container h2, .et_bloom .et_bloom_optin_5 .et_bloom_form_container h2 span, .et_bloom .et_bloom_optin_5 .et_bloom_form_container h2 strong { font-family: \"Raleway\", Helvetica, Arial, Lucida, sans-serif; }.et_bloom .et_bloom_optin_5 .et_bloom_form_container p, .et_bloom .et_bloom_optin_5 .et_bloom_form_container p span, .et_bloom .et_bloom_optin_5 .et_bloom_form_container p strong, .et_bloom .et_bloom_optin_5 .et_bloom_form_container form input, .et_bloom .et_bloom_optin_5 .et_bloom_form_container form button span { font-family: \"Raleway\", Helvetica, Arial, Lucida, sans-serif; } <\/style>\n\t\t\t\t<div class=\"et_bloom_form_container  with_edge carrot_edge et_bloom_rounded et_bloom_form_text_light et_bloom_form_bottom et_bloom_inline_1_field\">\n\t\t\t\t\t\n\t\t\t<div class=\"et_bloom_form_container_wrapper clearfix\">\n\t\t\t\t<div class=\"et_bloom_header_outer\">\n\t\t\t\t\t<div class=\"et_bloom_form_header split et_bloom_header_text_dark\">\n\t\t\t\t\t\t<img src=\"https:\/\/festivaldelfuturo.eu\/wp-content\/plugins\/bloom\/images\/premade-image-09.png\" alt=\"Ti interessa leggere lo speciale completo? Iscriviti alla nostra newsletter e otterrai subito gratuitamente il link per scaricare il PDF. Se lo hai gi\u00e0 fatto in passato, reinserisci per favore la tua email.\" class=\"et_bloom_image_slideup et_bloom_image\">\n\t\t\t\t\t\t<div class=\"et_bloom_form_text\">\n\t\t\t\t\t\t<h2>Are you interested in reading the complete special? Subscribe to our newsletter and you will immediately get the link to download the PDF for free. If you have done this before, please re-enter your email.<\/h2><p>By sending the newsletter subscription request you declare that you are 14 years old, have read and accept the<a href=\"..\/privacy-policy\/\" target=\"_blank\">privacy disclaimer<\/a> drawn up pursuant to EU Regulation 679\/2016. You can unsubscribe at any time by clicking on the link that you will find at the end of our emails.<\/p>\r\n<p>Festival del Futuro uses MailChimp as a marketing platform. By clicking the sign up button, you consent to the fact that your data is transferred to MailChimp for processing and archiving. You can find all the details on the privacy policy of Mailchimp <a href=\"https:\/\/mailchimp.com\/legal\/\">by clicking here<\/a>.<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"et_bloom_form_content et_bloom_1_field et_bloom_bottom_inline\">\n\t\t\t\t\t\n\t\t\t\t\t\n\t\t\t\t\t<form method=\"post\" class=\"clearfix\" action=\"\">\n\t\t\t\t\t\t<div class=\"et_bloom_fields\">\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<p class=\"et_bloom_popup_input et_bloom_subscribe_email\">\n\t\t\t\t\t\t\t\t<input placeholder=\"E-mail\">\n\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t<button data-optin_id=\"optin_5\" data-service=\"mailchimp\" data-list_id=\"a7726e72ea\" data-page_id=\"31067\" data-account=\"festivaldelfuturo\" data-ip_address=\"true\" class=\"et_bloom_submit_subscription\">\n\t\t\t\t\t\t\t\t<span class=\"et_bloom_subscribe_loader\"><\/span>\n\t\t\t\t\t\t\t\t<span class=\"et_bloom_button_text et_bloom_button_text_color_dark\">Subscribe!<\/span>\n\t\t\t\t\t\t\t<\/button>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<input type=\"hidden\" name=\"trp-form-language\" value=\"en\"\/><\/form>\n\t\t\t\t\t<div class=\"et_bloom_success_container\">\n\t\t\t\t\t\t<span class=\"et_bloom_success_checkmark\"><\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<h2 class=\"et_bloom_success_message\">Grazie per l'iscrizione! Ora puoi procedere al download <a href=\"https:\/\/festivaldelfuturo.eu\/wp-content\/uploads\/2020\/11\/FDF2020_speciale_01.pdf\">by clicking here<\/a>.<\/h2>\n\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<span class=\"et_bloom_close_button\"><\/span>\n\t\t\t\t<\/div>\n\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>\u201cThe great collaboration\u201d is the first special in view of the Festival del Futuro 2020, published in the Athesis newspapers on October 1, 2020 and edited by Harvard Business Review Italia, Athesis and Excellence d&#039;impresa.<br \/>\nRead the introduction and download the complete pdf.<\/p>","protected":false},"author":94,"featured_media":31068,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"off","_et_pb_old_content":"<!-- wp:image {\"id\":31068,\"sizeSlug\":\"large\"} -->\n<figure class=\"wp-block-image size-large\"><img src=\"https:\/\/festivaldelfuturo.eu\/wp-content\/uploads\/2020\/11\/FDF20-speciale01-la-grande-collaborazione-762x1024.jpg\" alt=\"\" class=\"wp-image-31068\"\/><\/figure>\n<!-- \/wp:image -->\n\n<!-- wp:paragraph -->\n<p>Se ne parla da anni e, pi\u00f9 o meno, tutti abbiamo qualche idea di cosa sia la famosa Intelligenza Artificiale, spesso citata negli articoli e nei libri come IA. Ma sappiamo veramente di che si tratta? Se non avete le idee chiare sull\u2019Intelligenza Artificiale non preoccupatevi. Siete, infatti, in buona compagnia poich\u00e9 condividete questa mancanza di chiarezza con buona parte delle persone della vostra citt\u00e0 o, se \u00e8 per questo, di qualunque altra citt\u00e0 nel mondo. Eppure, anche se non ce ne accorgiamo facilmente, l\u2019Intelligenza Artificiale \u00e8 ormai intorno a noi, \u00e8 gi\u00e0 nelle nostre case, nei siti che visitiamo, nei contatti che prendiamo via telefono e nei negozi dove andiamo a fare shopping. E naturalmente nelle nostre fabbriche e nei nostri uffici, nei treni e negli aerei, ma anche nelle nostre auto.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Insomma, l\u2019Intelligenza Artificiale c\u2019\u00e8 ed \u00e8 qui per restare e non dobbiamo temerne la presenza n\u00e9 oggi n\u00e9 in futuro. Infatti, i tecnologi ci invitano addirittura a lasciar perdere l\u2019espressione \u201cIntelligenza Artificiale\u201d e a usare invece quella di \u201cintelligenza aumentata\u201d (notiamo, per inciso, l\u2019abbandono delle maiuscole). Questo perch\u00e9 anche le macchine pi\u00f9 intelligenti non possono fare molto se non hanno l\u2019ausilio dell\u2019uomo. Il robot in fabbrica pu\u00f2 operare solo dopo che ha ricevuto preziose istruzioni umane e, anche se il suo software pu\u00f2 imparare con l\u2019iterazione delle esperienze, rimane incomparabilmente indietro rispetto agli umani. La sua migliore performance la ottiene in collaborazione con le persone, motivo per cui \u00e8 diventato preferibile parlare di intelligenza aumentata, che non \u00e8 quella della macchina ma, appunto, quella dell\u2019uomo che se ne avvale.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Certo, i progressi sono rapidi e quotidiani. In casa parliamo con Siri o Alexa; quando chiamiamo un call center spesso ci risponde un chatbot, una macchina istruita che ci \u00e8 difficile distinguere da un essere umano; in un negozio possiamo essere accolti da un software di riconoscimento facciale che ricorda nostre visite precedenti e ci indica al volo i prodotti che ci possono interessare, che sia un\u2019auto, un vestito o un make-up. E in banca un roboadvisor ci consiglia un investimento adatto alla nostra propensione al rischio.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Gli esempi potrebbero essere moltissimi ma il quadro \u00e8 ormai chiaro. Viviamo fianco a fianco con macchine sempre pi\u00f9 intelligenti e soprattutto capaci di apprendere. Possono farlo perch\u00e9 eseguono milioni di iterazioni e raccolgono dati che poi analizzano e filtrano per arrivare a uno stadio superiore. O possono essere dotate di reti neurali che imitano i procedimenti cerebrali delle persone. Di fatto, usano miliardi di dati a velocit\u00e0 formidabile per arricchire le proprie conoscenze, condividerle con le persone e migliorare a ogni stadio successivo.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>E domani? Un esempio a tutti noto \u00e8 quello dell\u2019auto autonoma che tecnicamente \u00e8 gi\u00e0 del tutto operativa ma che non pu\u00f2 essere ancora liberamente introdotta. Un po\u2019 perch\u00e9 le citt\u00e0 non sono ancora pronte, un po\u2019 perch\u00e9 le auto, o meglio i loro cervelli, non sono ancora capaci di valutare situazioni \u201cambigue\u201d. Per esempio, che fare quando sono contemporaneamente in pericolo sia il passeggero sia un pedone che di colpo attraversa la strada e corre il rischio di essere investito.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Sono decisioni \u201cetiche\u201d molto concrete che oggi gli umani sanno prendere, anche se in molti casi sbagliano. Ma che le macchine non sono ancora in grado di selezionare. Insomma, ben venga l\u2019intelligenza artificiale, e soprattutto quella aumentata. L\u2019importante, per\u00f2, \u00e8 che il controllo della tecnologia rimanga saldamente nelle nostre mani.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>Il che non \u00e8 necessariamente compito molto facile, ma siccome il processo \u00e8 oramai inarrestabile, la questione va affrontata con lucidit\u00e0. Servono nuovi tipi di competenze e sensibilit\u00e0, e una capacit\u00e0 di guardare oltre e intuire implicazioni ed effetti collaterali. Una capacit\u00e0 di valutazione che non riguarda solo gli ambiti tecnici ed economici, ma anche quelli giuridici, politici, sociali, psicologici. Solo in questo modo potremo parlare di intelligenza aumentata.<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p><strong>Enrico Sassoon<\/strong><br>Direttore responsabile di Harvard Business Review Italia<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:heading -->\n<h2>Sommario<br>Inserto n. 01 - LA GRANDE COLLABORAZIONE<\/h2>\n<!-- \/wp:heading -->\n\n<!-- wp:paragraph -->\n<p><strong>Verso una conoscenza digitale antropocentrica<\/strong> di Mark Esposito<br><strong>Decidere nell\u2019era della intelligenza artificiale<\/strong> di Andrea Granelli<br><strong>Le grandi promesse dell\u2019uomo aumentato<\/strong> di Enrico Sassoon<br><strong>Una sfida da vincere l\u2019apprendimento continuo<\/strong> di Bruno Lamborghini<br><strong>Verso l\u2019ibridazione tra intelligenza umana e potenza algoritmica<\/strong> di Andrea Granelli<br><strong>Quanto la musica incontra l\u2019intelligenza artificiale<\/strong> di Gadi Sassoon<\/p>\n<!-- \/wp:paragraph -->\n\n<!-- wp:paragraph -->\n<p>[et_bloom_inline optin_id=\"optin_4\"]<\/p>\n<!-- \/wp:paragraph -->","_et_gb_content_width":""},"categories":[70,9],"tags":[58,231,357,49,358,83,356,278],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>La grande collaborazione: uomini, macchine, intelligenza artificiale<\/title>\n<meta name=\"description\" content=\"&quot;La grande collaborazione&quot; \u00e8 il primo speciale in vista del Festival del Futuro 2020, pubblicato il 1\u00b0 ottobre 2020. 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