Capital de Tokens
August 15, 2026

The Real Risk of AI in Cybersecurity

So, what is the most realistic short-term risk? It's not an AI acting alone against thousands of companies from a dark room. It's an experienced researcher, defense team, or attacker who can now review more targets, faster, and with less repetitive work. That turns patching speed into a competitive security advantage. Exactly. Before, a vulnerability might depend on an expert spending days understanding a codebase. Now some of that work can be compressed. And if discovery speeds up, the time between “there's a flaw” and “someone can exploit it” may become shorter. That's why companies shouldn't respond only by buying a security assistant. They should review their fundamentals: asset inventory, updates, least privilege, multifactor authentication, and backups.

#Shorts
August 15, 2026

A faster AI isn't always a more useful AI

The obvious interpretation is that more speed automatically means a more useful AI. And that's not always the case. To write a sensitive report, review a legal clause, or make a medical decision, the value isn't in getting the first version sooner. It's in being verifiable, contextual, and responsible. What's more, a ver

#Shorts
August 14, 2026

More Screens Don't Mean More Intelligence

More screens don't equal more intelligence. That's the central thesis: efficiency isn't the same as intelligence. A company can process millions of transactions and still detect a change in demand, a supplier issue, or a fraud signal too late. Or detect the signal and not know who sh

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August 14, 2026

Creating software is cheap; being responsible for it isn't

But standard software is often not a limitation: it's a discipline. An ERP, CRM, or payroll platform doesn't just deliver screens and features. It also incorporates years of exceptions, controls, security, regulatory updates, integrations, and maintenance. Replacing it with a proprietary solutio

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