{"id":5695,"date":"2023-09-20T08:37:26","date_gmt":"2023-09-20T08:37:26","guid":{"rendered":"https:\/\/dailyai.com\/?p=5695"},"modified":"2023-09-20T08:40:08","modified_gmt":"2023-09-20T08:40:08","slug":"study-shows-ai-can-design-cities-better-than-humans","status":"publish","type":"post","link":"https:\/\/dailyai.com\/it\/2023\/09\/study-shows-ai-can-design-cities-better-than-humans\/","title":{"rendered":"Uno studio dimostra che l'intelligenza artificiale pu\u00f2 progettare le citt\u00e0 meglio degli esseri umani"},"content":{"rendered":"

Una pianificazione urbana di successo deve soddisfare una complessa combinazione di estetica, praticit\u00e0 ed esigenze umane.<\/strong><\/p>\n

Un recente studio ha rilevato che gli strumenti di pianificazione urbana dell'intelligenza artificiale sono migliori e molto pi\u00f9 veloci degli urbanisti umani in alcuni degli aspetti pi\u00f9 banali della pianificazione urbana.<\/p>\n

Nel 2020, Carlos Moreno ha introdotto l'idea del la citt\u00e0 in 15 minuti<\/a>dove i residenti non sono mai a pi\u00f9 di 15 minuti a piedi o in bicicletta da tutti i servizi di cui hanno bisogno. La semplicit\u00e0 dell'idea smentisce la complessa pianificazione necessaria per ottenere queste efficienze.<\/p>\n

Lo scienziato dell'automazione Yu Zheng e i suoi colleghi della Tsinghua University di Pechino volevano verificare se l'apprendimento automatico potesse essere un efficace strumento di pianificazione urbana.<\/p>\n

Hanno sviluppato un sistema di intelligenza artificiale in grado di ottimizzare l'uso del territorio e la disposizione delle strade per allinearsi ai principi della citt\u00e0 dei 15 minuti, soddisfacendo al contempo le politiche e le esigenze di pianificazione locale.<\/p>\n

Si \u00e8 partiti da un'area di circa 3\u00d73 isolati, o qualche chilometro quadrato.<\/p>\n

Il risultati dei loro esperimenti<\/a> ha dimostrato che per quanto riguarda l'accesso ai servizi, agli spazi verdi e ai livelli di traffico, l'IA \u00e8 stata in grado di superare i progetti umani di circa 50%.<\/p>\n

E l'intelligenza artificiale era molto pi\u00f9 veloce in queste noiose ottimizzazioni iterative. Era in grado di completare in pochi secondi operazioni che normalmente richiedevano ai progettisti umani dai 50 ai 100 minuti.<\/p>\n

Commentando lo studio, Paolo Santi del MIT ha affermato che la pianificazione urbana \"non \u00e8 semplicemente un'assegnazione di spazio a edifici, parchi e funzioni, ma la progettazione di un luogo in cui le comunit\u00e0 urbane vivranno, lavoreranno, interagiranno e, si spera, prospereranno per molto tempo\".<\/p>\n

Zheng e il suo team sono d'accordo con questi sentimenti e vedono l'IA come un assistente per gli urbanisti, piuttosto che come un sostituto.<\/p>\n

Confrontando i progetti realizzati con soli esseri umani con quelli realizzati con l'IA, \u00e8 emerso che l'utilizzo dell'IA in modo collaborativo ha aumentato l'accesso ai servizi di base e ai parchi rispettivamente di 12% e 5%.<\/p>\n

I ricercatori hanno intervistato 100 progettisti urbani e hanno chiesto loro di valutare una serie di progetti senza sapere quali fossero stati progettati dall'IA o dagli esseri umani. In alcuni casi, non ci sono state preferenze chiare, ma alcuni progetti spaziali dell'IA hanno ricevuto un numero di voti sostanzialmente maggiore.<\/p>\n

Il modello di intelligenza artificiale ha richiesto 2 giorni di addestramento per gestire il disegno a blocchi 3\u00d73. Aumentare lo spazio a un progetto di 4\u00d74 blocchi richiede il doppio delle decisioni di pianificazione. La scalabilit\u00e0 di uno strumento di intelligenza artificiale come questo per pianificare efficacemente un'intera citt\u00e0 \u00e8 ancora lontana, ma il potenziale \u00e8 evidente.<\/p>\n

Se gli urbanisti usano l'intelligenza artificiale per fare le noiose ottimizzazioni computazionali, avranno pi\u00f9 tempo per prestare attenzione all'estetica e alle esigenze della societ\u00e0, che sono pi\u00f9 difficili da quantificare quando si addestra un modello di intelligenza artificiale.<\/p>","protected":false},"excerpt":{"rendered":"

Una pianificazione urbana di successo deve soddisfare una complessa combinazione di estetica, praticit\u00e0 ed esigenze umane. Uno studio recente ha rilevato che gli strumenti di pianificazione urbana dell'intelligenza artificiale sono migliori e molto pi\u00f9 veloci degli urbanisti umani in alcuni degli aspetti pi\u00f9 banali della pianificazione urbana. Nel 2020, Carlos Moreno ha introdotto l'idea della citt\u00e0 dei 15 minuti, in cui i residenti non sono mai a pi\u00f9 di 15 minuti a piedi o in bicicletta da tutti i servizi di cui hanno bisogno. La semplicit\u00e0 dell'idea nasconde la complessit\u00e0 della pianificazione necessaria per ottenere queste efficienze. Lo scienziato dell'automazione Yu Zheng e i suoi colleghi dell'Universit\u00e0 Tsinghua di Pechino<\/p>","protected":false},"author":6,"featured_media":5697,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[150,107,105],"class_list":["post-5695","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-ai-benefits","tag-generative-ai","tag-machine-learning"],"yoast_head":"\nStudy shows AI can design cities better than humans | 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\/2023\/09\/study-shows-ai-can-design-cities-better-than-humans\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Study shows AI can design cities better than humans | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Successful urban planning needs to satisfy a complex combination of aesthetics, practicality, and human needs. A recent study found that AI urban planning tools are better and much faster than human city planners at a number of the more mundane aspects of urban planning. In 2020, Carlos Moreno introduced the idea of the 15-minute city, where residents are never more than a 15-minute walk or bike ride from all the services they need. The simplicity of the idea belies the complex planning it takes to achieve these efficiencies. 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