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AI-Generated Content & Originality: Where SEO Guidelines Draw the Line AI-generated content has moved from novelty to normal in record time. What once felt experimental is now embedded in daily workflows across SEO, content marketing, and digital marketing teams. Blogs, product descriptions, outlines, and even long-form articles are increasingly created with AI assistance. But as adoption rises, so does confusion. Is AI-generated content allowed by search engines? Where does originality fit in? And at what point does automation cross the line into risk? The truth is not black and white. SEO guidelines don’t ban AI-generated content—but they do draw a clear line around quality, intent, and originality. Understanding where that line sits is critical for brands that want to scale content without sacrificing rankings or trust. How Search Engines Actually View AI-Generated Content Contrary to popular belief, search engines do not penalize content simply because AI helped create it. 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Google Willow e il salto quantico: da settilioni di anni a 5 minuti Sam Altman assume i coach, Google piega il tempo: le nuove frontiere dell'IA enterprise... Il tempo di calcolo necessario per risolvere un problema complesso è appena crollato da dieci settilioni di anni a una manciata di minuti: si tratta di un processo che avrebbe richiesto ai supercomputer più potenti del mondo un'attesa lunga miliardi di volte l'età dell'universo, ma che un nuovo chip di Google ha risolto in meno di cinque minuti. Nei laboratori di Santa Barbara e negli uffici di San Francisco la realtà sta totalmente riscrivendo le gerarchie del potere tecnologico attraverso un doppio binario: da un lato l’assimilazione di competenze umane per rendere l’IA un coach aziendale infallibile, dall’altro il debutto di processori quantistici che sfidano le leggi della fisica classica. OpenAI e Convogo: l'intelligenza artificiale impara la leadership OpenAI ha aperto il nuovo anno con l'acquisizione del team di Convogo, una mossa che di per se non punta alla tecnologia, piuttosto mira al capitale umano dietro uno strumento nato quasi per scommessa. La genesi di Convogo risiede in un quesito domestico posto dalla madre di uno dei fondatori, una Coach aziendale stanca di dover preparare continuamente dei report: l’obiettivo era automatizzare il lavoro di routine per restituire tempo alla qualità del rapporto umano. Sam Altman ha colto in questa intuizione la chiave per abbattere l’ultimo muro che separa i modelli linguistici dai risultati aziendali tangibili, assumendo esperti di leadership e assessment per trasformare ChatGPT in un consulente capace di dialogare con i vertici delle organizzazioni mondiali. Il salto quantico di Google Willow: calcoli impossibili in cinque minuti Questa fame di competenze specifiche si scontra con una frontiera tecnologica ancora più estrema, dove è invece Google a primeggiare: recentemente Big G ha mostrato Willow, il chip quantistico racchiuso in una struttura che ricorda un lampadario dorato sospeso nel vuoto. All'interno di questo cilindro, la temperatura viene mantenuta a un millesimo di grado sopra lo zero assoluto, creando l’ambiente più freddo dell’universo conosciuto per permettere ai 105 qubit di operare senza interferenze. Hartmut Neven, a capo della divisione Quantum AI di Google, descrive questa macchina come una chiave universale capace di aprire contemporaneamente mille porte che l’informatica tradizionale deve invece varcare una alla volta. Dunque assistiamo a due orizzonti che convergono: l’acquisizione di Convogo da parte di OpenAI suggerisce un’integrazione dell’intelligenza artificiale nel tessuto connettivo della gestione del lavoro, mentre il chip Willow rappresenta il motore che potrebbe rendere tali simulazioni infinitamente più potenti, permettendo di decodificare strutture molecolari o di risolvere crisi climatiche ed energetiche con una velocità precedentemente inimmaginabile. La minaccia alla cybersecurity: il rischio «Harvest Now, Decrypt Later» La competizione per il dominio di queste tecnologie sembra ricordare una nuova corsa allo spazio, con implicazioni geopolitiche che vanno ben oltre il settore commerciale: gli Stati Uniti procedono attraverso acquisizioni di talenti e laboratori d'avanguardia, la Cina ha centralizzato i propri sforzi in un’impresa statale, investendo circa quindici miliardi di dollari per superare l'Occidente nella comunicazione quantistica. Esiste, inoltre, una preoccupazione concreta legata alla sicurezza globale: la capacità di calcolo di macchine come Willow potrebbe, in un futuro non troppo lontano, rendere obsoleti gli attuali sistemi di crittografia, mettendo a rischio segreti di stato (oltre che quelli personali) e l'intera infrastruttura delle criptovalute. Gli esperti parlano già di una strategia definita «raccogli ora, decripta dopo» (harvest now, decrypt later), secondo la quale agenzie governative archiviano dati oggi indecifrabili in attesa che la potenza quantistica permetta di violarli con facilità. In questo scenario, infine, muta il confine tra scienza e filosofia, diventa sempre più impalpabile: Neven ha suggerito che l'incredibile velocità di Willow potrebbe essere spiegata con la capacità del chip di attingere a realtà parallele, una suggestione che richiama la formulazione dei molti mondi della meccanica quantistica…ma anche illustri opere di Asimov. L’evoluzione dell’intelligenza artificiale sta preparando il terreno per un’era in cui il concetto stesso di risolvibile verrà completamente ridisegnato: l'integrazione di team specializzati nel coaching umano all'interno di colossi tecnologici indica che, nonostante la potenza di calcolo stia per toccare vette quasi mistiche, la capacità di tradurre questi miracoli tecnologici in benefici tangibili per la società rimane la sfida più complessa e, forse, l'unica che non può essere risolta esclusivamente da un processore a temperature sub-zero. https://www.avvenire.it/rubriche/artifici/google-willow-e-il-salto-quantico-da-settilioni-di-anni-a-5-minuti_103192

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