{"id":48868,"date":"2026-09-17T09:13:00","date_gmt":"2026-09-17T07:13:00","guid":{"rendered":"https:\/\/www.chinasmartbuy.com\/blog\/typesafe-ai-jev-modello-ai-non-genera-testo\/"},"modified":"2026-09-17T09:14:28","modified_gmt":"2026-09-17T07:14:28","slug":"typesafe-ai-jev-modello-ai-non-genera-testo","status":"publish","type":"post","link":"https:\/\/www.chinasmartbuy.com\/blog\/typesafe-ai-jev-modello-ai-non-genera-testo\/","title":{"rendered":"TypeSafe AI presenta Jev, il modello AI che non genera testo"},"content":{"rendered":"\n\n<style>\n  :root {\n    --red: #CC1B1B;\n    --red-light: rgba(204,27,27,0.08);\n    --red-mid: #e84040;\n    --accent-soft-bg: rgba(204,27,27,0.07);\n    --accent-soft-border: rgba(204,27,27,0.18);\n    --text: #1a1a1a;\n    --text-muted: #666;\n    --card: #ffffff;\n    --border: #ebebeb;\n    --page-bg: #ffffff;\n    --surface-soft: #fafafa;\n    --surface-contrast: #f0f0f0;\n    --line-soft: #f5f5f5;\n    --soft-label: #bbb;\n    --muted-label: #999;\n    --copy: #333;\n    --font-head: 'Bebas Neue', sans-serif;\n    --font-body: 'DM Sans', sans-serif;\n    --heading-spacing: 0.04em;\n    --heading-weight: 400;\n    --spec-header-spacing: 0.08em;\n    --quickfacts-shadow: 0 10px 24px rgba(15,23,42,0.06);\n  }\n  .fbp5-wrap,.fbp5-wrap * { box-sizing:border-box; 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gap:40px; }\n    .fbp5-section h2 { font-size:32px; }\n    .fbp5-scheda-row { flex-direction:column; }\n    .fbp5-scheda-key { width:100%; }\n    .rh-phonebox-header { padding:18px 16px; flex-direction:column; align-items:center; }\n    .rh-phonebox-hero { width:150px; height:200px; }\n    .rh-phonebox-highlights { grid-template-columns:repeat(2,minmax(0,1fr)); }\n    .rh-phonebox-colors { padding:16px; }\n    .rh-phonebox-section { grid-template-columns:1fr; }\n    .rh-phonebox-section-label { padding:14px 20px; border-right:none; border-bottom:1px solid var(--border); }\n    .rh-phonebox-section-values { padding:14px 20px; }\n    .rh-affbox-grid { grid-template-columns:1fr; }\n    .rh-affbox-col:not(:last-child) { border-right:none; border-bottom:1px solid var(--line-soft); }\n    .rh-affbox-cta { width:100%; }\n    .rh-downloadjump { align-items:flex-start; flex-direction:column; margin:-22px 0 0; }\n    .rh-downloadjump a { width:100%; }\n    .rh-downloadbox-head { flex-direction:column; }\n    .rh-downloadbox-link { width:100%; }\n    .rh-offerbox-head { flex-direction:column; }\n    .rh-offerbox-links { grid-template-columns:1fr; }\n    .rh-offer-inline-wrap { flex-direction:column; align-items:flex-start; }\n    .rh-offer-inline-cta { width:100%; }\n  }\n<\/style>\n<div class=\"fbp5-wrap rh-json-article\" id=\"rh-article-mu571pck-ovhgd\" data-rh-article-type=\"news\" data-rh-site-profile=\"china-smart-buy\">\n  <div class=\"fbp5-intro\">\n    \n    <p>TypeSafe AI ha annunciato Jev, un nuovo modello di intelligenza artificiale pensato per un uso molto diverso rispetto ai classici chatbot. L\u2019idea alla base \u00e8 semplice: invece di generare testo, codice o conversazioni, Jev restituisce direttamente decisioni strutturate, con l\u2019obiettivo di ridurre tempi di risposta e costi nelle attivit\u00e0 ripetitive.<\/p><p>La societ\u00e0 \u00e8 stata fondata da Diogo Almeida, ex OpenAI e figura legata al lavoro sul RLHF che ha contribuito alla nascita di ChatGPT. In parallelo all\u2019uscita dal periodo di sviluppo riservato, TypeSafe AI ha anche comunicato un round seed da 40 milioni di dollari, pari a circa 36 milioni di euro.<\/p>\n  <\/div><figure class=\"wp-block-image size-large\" style=\"margin:18px 0;display:block;clear:both;width:100%;position:relative;z-index:1\"><a href=\"https:\/\/www.chinasmartbuy.com\/blog\/wp-content\/uploads\/2026\/09\/typesafe-ai-jev-c576809a-47e1-4cd1-824b-7d94-1u5jwx8s8e.webp\" target=\"_blank\" rel=\"noopener\" style=\"display:block;width:100%;position:relative;z-index:2;pointer-events:auto;cursor:zoom-in\"><img decoding=\"async\" src=\"https:\/\/www.chinasmartbuy.com\/blog\/wp-content\/uploads\/2026\/09\/typesafe-ai-jev-c576809a-47e1-4cd1-824b-7d94-1u5jwx8s8e.webp\" alt=\"ChatGPT \u80cc\u540e\u529f\u81e3\uff1aAlmeida \u63a8\u51fa AI \u6a21\u578b Jev\uff0c\u4e0d\u751f\u6210\u6587\u672c\u3001\u8f93\u51fa\u514d\u8d39\" loading=\"lazy\" style=\"display:block;max-width:100%;height:auto;margin:0 auto;pointer-events:auto\"><\/a><\/figure>\n  \n\n      <section class=\"fbp5-section\">\n        <div class=\"fbp5-section-label\">Modello<\/div>\n        <h2>Jev punta sulle decisioni rapide invece che sulla <span>generazione di contenuti<\/span><\/h2>\n        <p>TypeSafe AI definisce Jev un <strong>System One Model<\/strong>, richiamando il concetto psicologico di decisione veloce e intuitiva. In pratica il modello \u00e8 progettato per scenari dove serve scegliere rapidamente tra opzioni note, assegnare punteggi o stimare una probabilit\u00e0 binaria, senza passare dalla generazione di una risposta in linguaggio naturale.<\/p><p>L\u2019output si basa su tre primitive. La prima \u00e8 Choice, ci\u00f2\u00e8 la selezione di una voce da un set predefinito che pu\u00f2 arrivare fino a 255 opzioni, con distribuzione di probabilit\u00e0 o livello di confidenza associato. La seconda \u00e8 Score, utile per attribuire un valore numerico entro un intervallo stabilito, per esempio in casi come ranking, classificazione del rischio o etichettatura massiva di dati.<\/p>\n        \n        \n        \n        \n        \n      <\/section>\n    \n\n      <section class=\"fbp5-section\">\n        <div class=\"fbp5-section-label\">Prestazioni<\/div>\n        <h2>Costi molto pi\u00f9 bassi e latenza ridotta sono il vero <span>punto di forza<\/span><\/h2>\n        <p>Sul piano tecnico, TypeSafe AI dichiara che Jev viene addestrato con un approccio chiamato RLCD, descritto come apprendimento per rinforzo orientato alla calibrazione delle decisioni. L\u2019obiettivo non \u00e8 soltanto indovinare la risposta corretta, ma fare in modo che il livello di confidenza espresso dal modello corrisponda il pi\u00f9 possibile alla probabilit\u00e0 reale di correttezza.<\/p><p>La societ\u00e0 sostiene che, nei compiti strutturati di questo tipo, Jev possa essere da <strong>20 a 200 volte pi\u00f9 veloce<\/strong> dei grandi modelli linguistici pi\u00f9 avanzati, con costi compresi tra un quarantesimo e un quattrocentesimo.<\/p>\n        \n        \n        \n        \n        \n      <\/section>\n    \n\n      <section class=\"fbp5-section\">\n        <div class=\"fbp5-section-label\">Prezzo<\/div>\n        <h2>Il modello ha una tariffa d\u2019ingresso molto bassa e <span>l\u2019output \u00e8 gratuito<\/span><\/h2>\n        <p>Uno degli elementi pi\u00f9 interessanti \u00e8 il modello di prezzo. TypeSafe AI indica un costo di 0.042 dollari per milione di token in input, pari a circa 0,04 euro, mentre l\u2019output viene considerato gratuito perch\u00e9 Jev non usa un processo autoregressivo per generare testo token dopo token.<\/p><p>Per mostrare le capacit\u00e0 in tempo reale, l\u2019azienda ha anche diffuso una dimostrazione in cui Jev gioca a Doom con una frequenza di circa 10 chiamate al secondo, per un costo operativo di circa 7 dollari l\u2019ora, ci\u00f2\u00e8 poco pi\u00f9 di 6 euro.<\/p>\n        \n        \n        \n        \n        \n      <\/section>\n    \n<\/div><div class=\"rh-attribution-pills\" style=\"display:flex;gap:10px;flex-wrap:wrap;justify-content:flex-start;margin:16px 0 0\"><a href=\"https:\/\/www.ithome.com\/1\/003\/584.htm\" target=\"_blank\" rel=\"noopener\" title=\"Via: VIA\" aria-label=\"Via: VIA\" style=\"display:inline-flex;align-items:center;gap:8px;padding:10px 16px;border-radius:16px;background:linear-gradient(135deg,#fff7ed,#ffedd5);color:#c2410c;text-decoration:none;font-size:11px;font-weight:900;letter-spacing:.08em;text-transform:uppercase;border:1px solid rgba(249,115,22,.20);box-shadow:0 8px 22px rgba(249,115,22,.08)\">Via<\/a><\/div>\n","protected":false},"excerpt":{"rendered":"<p>TypeSafe AI ha lanciato Jev, un modello specializzato in decisioni strutturate che promette pi\u00f9 velocit\u00e0, costi ridotti e output gratuito.<\/p>\n","protected":false},"author":10,"featured_media":48867,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_exactmetrics_skip_tracking":false,"_yoast_wpseo_focuskw_text_input":"TypeSafe AI Jev","footnotes":""},"categories":[480],"tags":[933],"class_list":["post-48868","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-ai"],"blocksy_meta":{"styles_descriptor":{"styles":{"desktop":"","tablet":"","mobile":""},"google_fonts":[],"version":8}},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>TypeSafe AI presenta Jev, il modello AI che non genera testo<\/title>\n<meta name=\"description\" content=\"TypeSafe AI lancia Jev, un modello pensato per decisioni strutturate con latenza ridotta, costi molto pi\u00f9 bassi e output gratuito.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.chinasmartbuy.com\/blog\/typesafe-ai-jev-modello-ai-non-genera-testo\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta 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