Capital de Tokens
September 8, 2026

China can use advanced chips without importing them directly

Besides, chips are not gold bars. An AI accelerator usually travels as part of a server, along with memory, networking, storage, cooling, and software. The visible buyer may be a cloud company in Singapore, Malaysia, or Thailand. The computing power can then be rented remotely to another company. A

#Shorts
September 8, 2026

AI can make you feel more productive… while slowing you down

A programmer’s productivity is not measured only by lines written or by how quickly a screen appears in the browser. It is also measured by the errors that never reach production, how easily another person can understand the system, security, stability, and the cost of changing

#Shorts
September 8, 2026

The line between using AI and stopping thinking

The sensible line is not between ‘using AI’ and ‘not using it.’ It is between using it as support to expand human capability and using it as a substitute for judgment that we do not know how to reconstruct. This also changes training within companies. Until now, many programs have focused on teaching people to write better ins

#Shorts
September 8, 2026

Enterprise AI is not just about connecting a chatbot

Consider a bank. It is not enough to connect an assistant to thousands of documents and ask it to answer employees’ questions. First, you have to decide which documents each person can access. Then, prevent an instruction hidden in a file from manipulating the system. Next, record what it has answered, measure wha

#Shorts
September 8, 2026

When AI stops suggesting and starts executing

The underlying argument is not that MCP is insecure by definition, but that we are moving from assistants that suggest to agents that execute. And when you move from suggesting to executing, permission stops being a technical detail. It becomes the product. It is a powerful statement: permission becomes the product. Because an

#Shorts
September 7, 2026

Linux vs Windows: Who Pays the Price for Performance?

Here is my thesis: the difference between Linux and Windows should not be understood merely as a battle over frames per second or rendering times. It is a debate about who bears the cost of making a modern computer usable, compatible, and defensible. Linux usually offers a shorter path to the hard

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