{"id":158103,"date":"2025-03-26T17:25:13","date_gmt":"2025-03-26T17:25:13","guid":{"rendered":"https:\/\/peraltafinancing.com\/business\/internet-business\/on-business-scaling-by-gennaro-cuofano\/"},"modified":"2025-03-26T17:25:13","modified_gmt":"2025-03-26T17:25:13","slug":"on-business-scaling-by-gennaro-cuofano","status":"publish","type":"post","link":"https:\/\/fivemor.com\/?p=158103","title":{"rendered":"On Business Scaling – by Gennaro Cuofano"},"content":{"rendered":"


\n<\/p>\n

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In the three scaling laws of AI,<\/a> I\u2019ve explained how the AI industry, from a technical perspective, is leveraging three core laws to achieve scale. <\/span><\/p>\n

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Indeed, as the industry learns how to develop new reasoning models and thus achieve scale on the post-training and test-time scaling side, we\u2019ll see a greater transition from AI systems that need continuous human prompting to more autonomous ones. <\/p>\n

And this race has just begun. <\/p>\n

Indeed, just yesterday, Google unveiled Gemini 2.5, its latest family of AI reasoning models, with Gemini 2.5 Pro Experimental being the first release.<\/p>\n

This new model is designed to “think” before responding, incorporating enhanced reasoning capabilities to analyze information, draw logical conclusions, and boost accuracy. <\/p>\n

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<\/p>\n
\"Detailed<\/picture><\/div>\n

<\/a><\/figure>\n<\/div>\n

Accuracy is one of these things that matters a lot in enabling a broader adoption of AI. <\/p>\n

In short, in scaling AI, we\u2019re now pushing the time-scaling side to the limit to see where we get in terms of the capabilities of these models to be served in more and more commercial use cases. <\/p>\n

That matters because if these prove to work at scale, we\u2019ll see the transition of AI from an emerging to a growth market.<\/strong> <\/span><\/p>\n

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<\/p>\n
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<\/a><\/figure>\n<\/div>\n

And in a growth market, it\u2019s all about scaling! <\/p>\n

Indeed, I have a business mantra that goes along these lines:<\/p>\n

Business strategies take years to roll out. Yet when they do, they are obvious only in hindsight.<\/strong><\/em><\/p>\n

That is all but a linear process for the entrepreneurs who roll them out.<\/p>\n

Rolling out these business strategies<\/a> is a painful process that requires a lot of faith in your gut instinct. It’s all about sweat, persistence, execution, and stubbornness.<\/span><\/p>\n

And it all starts by balancing out the short and long term.<\/p>\n

This is part of an Enterprise AI series to tackle many of the day-to-day challenges you might face as a professional, executive, founder, or investor in the current AI landscape.<\/em><\/p>\n

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<\/a><\/figure>\n<\/div>\n

In time horizon analysis,<\/a> I\u2019ve explained in detail how to balance the immediate with the long-term, or \u201csurvival\u201d with vision. In what I\u2019ve called multi-horizon integration. <\/span><\/p>\n

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<\/a><\/figure>\n<\/div>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"

In the three scaling laws of AI, I\u2019ve explained how the AI industry, from a technical perspective, is leveraging three core laws to achieve scale. Indeed, as the industry learns how to develop new reasoning models and thus achieve scale on the post-training and test-time scaling side, we\u2019ll see a greater transition from AI systems […]<\/p>\n","protected":false},"author":1,"featured_media":158104,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[95],"tags":[907,21489,21488,15462],"dealstore":[],"offerexpiration":[],"class_list":["post-158103","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-internet-business","tag-business","tag-cuofano","tag-gennaro","tag-scaling"],"yoast_head":"\nOn Business Scaling - by Gennaro Cuofano - Som2ny Network<\/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:\/\/fivemor.com\/?p=158103\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"On Business Scaling - by Gennaro Cuofano - Som2ny Network\" \/>\n<meta property=\"og:description\" content=\"In the three scaling laws of AI, I\u2019ve explained how the AI industry, from a technical perspective, is leveraging three core laws to achieve scale. 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