Capital de Tokens
September 9, 2026

The AI race: everyone wants to slow down, no one wants to go first

There are people inside the labs who consider very serious risks plausible and, at the same time, feel that the only available strategy is to keep accelerating so that someone else does not win. A race in which everyone says they want to slow down, but no one wants to be the first to ease off the accelerator. And that is precisely the…

#Shorts
September 9, 2026

More Agents Do Not Mean a Better System

More agents do not automatically mean a better system. If a task has known steps, clear rules, and a stable order, a conventional workflow with one or two points where a model is involved can be cheaper, faster, and easier to audit. Consider a purchase return. If you need to check the ord

#Shorts
September 9, 2026

AI does not arrive alone: it brings power and dependency

AI does not arrive alone: it comes with contracts, cables, servers, rules, and power relations. The battle over AI will not be settled solely in the laboratories announcing the next big model. It will be settled by who controls the infrastructure, who sets the rules, and who retains the ability to make decisions about their

#Shorts
September 9, 2026

The trap of calling an AI safe #Shorts

What if the greatest danger of artificial intelligence were an overly narrow definition of “safety”? A system can follow a rule perfectly and still cause harm that the rule does not even address. For example, checking that it rejects instructions for creating malware does not tell us whether it can automate

#Shorts