AI Content and Google: What Gets Penalised and What Does Not
Google does not penalise AI content as such. It penalises something else, and the distinction matters more than most people think.
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Google does not penalise AI content as such. It penalises something else, and the distinction matters more than most people think.
The videos are genuinely remarkable. The deployed use cases are considerably narrower than the videos imply.
The first ninety percent of self-driving was solved years ago. The remainder has consumed a decade and most of the money.
Large context windows became standard. What they enable, and why bigger is not always better.
Coding tools crossed from assistant to executor during 2026. A realistic look at what changed in day-to-day work.
The obvious uses are covered everywhere. These are the ones that reliably save time and get less attention.
An AI agent with access to your systems is a useful tool and a serious risk at the same time. The common attack patterns and how to defend against them.
More serious models now ship with open weights. When self-hosting genuinely pays off, and when it is just an expensive way to get worse results.
European AI regulation is no longer an announcement. A practical rundown of the obligations for companies that use AI rather than build it.
2026 is the year of agents. Here is what concretely changed and where the real limits of these systems sit.