Summary: the article claims that words are what makes the web what it is and that instead of being an after-thought in design they should be at the fore of web design. That words alone can convey a powerful [enough] message and so, it is intimated, minimal design is sufficient.

His blog, e.g. http://justinjackson.ca/the-principle-that-changed-my-life/, seems to follow pretty mainstream design ideas.