Capital de Tokens

Capital de Tokens

Artificial intelligence, software, cybersecurity, and technology explained clearly and critically.

September 27, 2026

The real danger of AI agents

My thesis is this: the most immediate risk from agents is not artificial intelligence with human intentions. It is automation with too much capability, too much data at hand, and too much freedom to improvise a path toward a goal. And I would add a contrarian point. I do not think the sensible conclusion

September 27, 2026

The trap of unlimited AI usage

A monthly subscription seems simple, but it can be a poor model if a few heavy users consume resources far beyond what they pay for. The “unlimited usage” model works well when the marginal cost of serving an additional user is very low. In traditional software, copying a program costs

September 27, 2026

Microsoft lets Apple have the budget laptop market

Microsoft has seen an affordable MacBook arrive, heard the inevitable question, and responded, in essence: it does not consider it necessary to launch a Surface to compete with it right now. That answer sounds strange when you remember that, for years, the promise of Windows was precisely to offer options for every budget