to use AI you don’t need a machine

When we think about artificial intelligence we usually imagine two very clear paths: paying a monthly subscription to a large chatbot in the cloud or setting up a powerful computer capable of running local models, with all its limitations. That is the mental photo that many of us have. However, what is happening these days with Raspberry Pi forces us to qualify that idea. According to Reutersits shares have recently registered a rise of up to 43% in parallel with the interest in OpenClawan AI agent that does not require very expensive equipment to get started. And that’s where the really interesting thing begins.

The OpenClaw effect. Before going into the technical detail, it is worth clarifying what we are talking about. OpenClaw is not a typical chatbot, but an AI agent, that is, a system capable of executing actions on its own, from launching scripts to interacting with external services. The idea that is circulating is that, if autonomous agents become popular, many users could end up resorting to these physical devices, as also reported by Bloomberg.

The key is that, in these types of configurations, the large model usually runs on cloud servers and the local device acts as a coordinator: calling APIs, keeping the session active and executing tasks in the user’s environment. Although there are also configurations that allow small models to be run locally using tools such as Ollama or llama.cpp, with models like a Pi 4 or 5 with enough RAM.

Isolate the risk. Beyond the enthusiasm, the conversation has also revolved around security. From Raspberry they explain that giving deep system access to an agent can pose a real risk, precisely because it can interact with local files and services, and even browse websites or fill out forms. This coincides with warnings from experts who consider that these algorithms are not without dangers. This is where the idea of ​​a dedicated device makes sense: using a Raspberry Pi as a separate environment allows you to contain possible failures and maintain a certain distance.

skeptical voices. In The Register they point out that the idea of ​​using a Raspberry Pi for OpenClaw “does not make sense” and they emphasize that the historical appeal of the device was its low price, something that, according to the media, has been eroded with the rise in memory costs. He cites as an example that an advanced model of Raspberry Pi 5 with 16 GB can exceed $200, which increases costs for those who want to make this type of investment. We have to wait to see if the movement that the market has just anticipated will finally become a reality.

Images | Raspberry Pi

In Xataka | AI agents have indeed changed work and the economy forever. But for now only in one sector: programming