Capital de Tokens
August 29, 2026

AI Won’t Hack on Its Own: It Will Industrialize Cybercrime

Today’s thesis is this: the great transformation will not necessarily be a spectacular cyberattack carried out by an autonomous AI; it will be the industrialization of everyday digital crime. And that changes where to look. A company may be waiting for the big data theft, while the real problem begins with a perfectly written support email

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August 29, 2026

The threat from AI isn't a superintelligence

The most likely threat isn't a movie villain using a superintelligence; it's a better-written everyday scam, a more convincing impersonation, or a known vulnerability exploited before the organization fixes it. The practical implication is fairly sober: we need to strengthen the defenses that still func

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August 27, 2026

Bill Gates Wants to Reserve Jobs for Humans #Shorts

Bill Gates is not simply saying, “stop artificial intelligence.” His proposal is more specific: reserve certain jobs for humans even if an AI can do them, create taxes on robots and AI use to fund the workforce transition, and build new institutions to control dangerous models.

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August 26, 2026

The real goal: making sure AI doesn't repeat its mistakes

And keep one very simple operational question in mind: when the agent fails, does the system learn something verifiable, or does it just generate another ticket for someone to fix the prompt? Because an agent that makes mistakes can be useful. One that makes the same mistake for months while claiming to be autonomous is simply operational deb

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