Capital de Tokens
August 7, 2026

Useful AI Isn't the One That Speaks the Most Beautifully

An AI agent doesn't become useful just because it has access to a powerful model. It becomes useful when its performance is observed in the real world and its changes are validated before affecting more people. So the future won't necessarily belong to the AI that speaks the most beautifully, but to the one that knows when it didn't solve

#Shorts
August 6, 2026

Claude wants its own chips: AI's new battleground

Today we're talking about Anthropic, the company behind Claude. According to Reuters, the company has been exploring the possibility of designing its own artificial intelligence chips. The verb matters: exploring. That's not the same as announcing a finished processor, a factory, or a launch date. Exactly

#Shorts
August 6, 2026

AI Can Succeed and Still Be a Bad Investment

The risk isn’t that it’s all hype. The risk is paying today as if every dollar invested were going to produce extraordinary returns quickly and for all participants. That last word is decisive: everyone. AI can generate enormous social and economic value, but concentrate less profit than the market expects in a handful of companies. If models become cheaper, more capable, and easier to integrate, users could keep much of the benefit in the form of lower costs, better products, and greater productivity. That would be fantastic for the economy, but it doesn’t guarantee extraordinary margins for every model, chip, or cloud provider. We may see a paradox. Artificial intelligence can be more useful than many skeptics admit and, even so, certain investments may prove financially disappointing.

#Shorts
August 5, 2026

OpenAI and job openings hidden on late-night radio

And according to the Department of Justice, the problem was not just technical. It was that OpenAI and Statsig allegedly created practical obstacles. Among them: not posting certain PERM job openings on the regular employment portal, requiring paper applications when they accepted electronic applications for other positions, and announcing some

#Shorts
August 5, 2026

Can a ban make AI more expensive? #Shorts

What if a security ban made AI more expensive? The FCC is reportedly preparing a restriction to block the import of new Chinese optical transceivers: components that connect servers with light inside data centers.

#Shorts