Word Worms Fly with a Trusted, Reliable, Capable, and Secure Copilot
August 4, 2026
Another dinobaby post. No AI unless it is an image. This dinobaby is not Grandma Moses, just Grandpa Arnold.
I spotted an interesting statement attributed to Microsoft’s Satya Nadella (the man who sparked AI’s lift off to craziness). According to Futurism, Mr. Nadella said:
Any firm that doesn’t have this control, I will claim will not remain a firm because you’ve essentially outsourced your thinking,”
What’s “this control”? Based on the information in the write up, the idea is that each business should train and tune its own open weight model.
Okay, that sounds good. Each person should put on his own shoes. No big deal. Microsoft appears to route its AI “investments” into its Azure cloud business. As a result, the investments morph into a nice looking financial report. Meta on the other hand just invests and looks a bit like a five year old painting the living room wall and smearing paint on the furniture. “Look, Mommie, it’s good.”
No.
Microsoft is a very large big AI tech company now. Thus, it has numerous business units. Within the organization are the stalwarts driving Copilot AI forward. Somewhere in the hallways are people who were charged with security after what I call the SolarWinds flare up. There are the layoffs, and the eGame issue.
Midjourney, good enough. Does the worm know the Copilot does not respond quickly or at all when there is a security matter? Of course not. The creature is a worm.
Microsoft leadership wants to be a leader. But can it do AI and security within its own applications like Word?
I read “Word Worm Crawls into Copilot, Spreads Chaos.” The article has a snappy sub title too: Researcher says months of coordination with Microsoft have yet to produce a robust mitigation.
The write up says:
The employee downloads a market analysis from a trusted website to help with the preparation of a financial report in Copilot, unaware that the source had been compromised and the document they downloaded contains hidden malicious instructions. The hidden instructions (inserted as small white text in his proof of concept) tell Copilot to alter figures in the report the employee generates and to copy the worm into the report they create with Copilot. If another employee later adds that report to their own work, the whole process begins again, and documents generated from it also contain the worm, and, as it spreads, it makes tracing the infection to its source extremely difficult.
Tricky? The method is similar to the old SEO trick of hiding text in a Web page by making it the color of the page; e.g., white if the Web page were white or tan if the Web page were tan. My recollection is that the Google figured out this lame hack years ago.
But Microsoft? The write up quotes the researcher who noticed this simple ploy:
“The coordination period agreed with Microsoft has been exhausted, and testing shows that no robust mitigation for the broader vulnerability class is currently available,” Måløy wrote. “Two mitigation attempts, including a model upgrade, did not close the class.”
I assume that the Softies are just busy with PR, marketing, and telling the customers to be responsible for their models. That is very good advice.
Perhaps the first step is to avoid Copilot in Word or Copilot period?
Stephen E Arnold, August 4, 2026
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