A small AI model can run on your desk, but it may not pay off

A small AI model can now run on a machine that sits on your desk. A new post on Medium from The Ai Consultancy argues that this is the easy part. The harder question is whether running it yourself makes business sense compared with simply paying for a hosted AI service.

What an open model is

An open model is one whose files you can download and run on your own hardware. You do not send your questions to a company's servers. The model runs on equipment you own or control. That is the appeal: it feels private, and it feels like something you own.

Where the real cost sits

According to the post, fitting on a desk is only the start. Cost, upkeep and staff time are the harder questions. Someone has to set the model up, keep it working and fix it when it breaks. That time has a price, even if no invoice arrives for it.

What to do

Before you buy any hardware, compare the total cost of running a model yourself with the cost of paying for a hosted service. Then ask what you would actually gain by doing it in-house.

• Add up hardware, upkeep and the staff time involved.
• Get a price for a hosted AI service for the same job.
• Write down what in-house would give you that hosting would not.

What is not known yet

The full article was not available, so the post's specific figures, hardware examples and model names are not covered here. The advice is still simple: treat a desktop AI box as a business decision, not a gadget purchase.