Capital de Tokens
August 21, 2026

AI Doesn’t Eliminate Value: It Shifts It

The rise of “vibe coding” doesn’t signal the end of software or the end of programmers. It signals something more interesting: the end of a barrier that for a long time separated those who had ideas from those who could turn them into tools. AI will make building more accessible and faster. That is an extraord

#Shorts
August 21, 2026

Hardware Creates Experiences Software Can't

A parking lot where a car's license plate validates a payment and opens the barrier feels radically different from filling out a form. People perceive the result as modernity: frictionless access, visible security, more agile operations, services that respond to the real world. But the value isn't only in the effe

#Shorts
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.

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