"I'm a WHAT now?"

One of the more interesting things about my struggle to figure out why this blog has not been indexed by Google Search lately has been that I've discovered that the term "parallel context" is now being used by Large Language Model training.

The term "Parallel Context Windows" appears to have been first utilized in 2022 in a paper published here, which is alternately amusing and vexing. It wouldn't shock me if a lot of the bot traffic here has been attracted to PC simply because of the name's utilization in AI development.

This is the search result using incognito mode
(to remove any trained tendencies from my
account) on January 17, 2026.

Yeah, I mean, "parallel context" as a naming convention isn't exactly unusual, but the annoying part is that it just HAD to show up in AI-related activity. 

That being said, I did update the "About Parallel Context" to reference that this blog predates the usage of the term with LLMs and AI by over a decade*, so hopefully nobody comes knocking on my door with some weird cease and desist by my usage of the term on this blog. If someone does, I might need to get in touch with Rick Beato to find out what lawyer he uses to fight off YouTube strikes from the big music conglomerates.

As for whether this little discovery has an impact on PC's search engine indexing, it probably doesn't. Just a hunch here, but given that Google has started slowly indexing some of my blog posts over the past week or two I don't believe it actually has an impact.

As of January 17, 2026.

The indexing listing above shows that I'm actually getting some pages indexed. And that's despite Google Search still hasn't acknowledged the sitemap.xml that Microsoft Bing approved back in September 2025.

As of January 17, 2026.

So, you've got me as to what changed.

I did try to see if I could "fix" the issues with the "Alternate page with proper canonical tag" error by removing the mobile device option for the blog,

The main error listings as of January 17, 2026.

And the detailed results of the "alternate page"
error, on January 17, 2026.

which as you see all have the mobile designation of "m=1" present. After several days, however, the resubmission still returned an error, so the issue isn't with that.**

But there are posts being indexed, so... Again, go figure.

If nothing else, I either need to 'git gud' with understanding the details about Google Search results or hire a "Search Whisperer" to understand the arcane details of the search process.

Cardwyn: You need someone to help you understand the Arcane?

Me: I said arcane details, not the Arcane.

Cardwyn: Oh. Because my rates are low, and you could use the help.

Me: ...

I ought to not let this stuff bug me so much as it does, since I've got enough things I'm working on the past several months, but the lack of understanding the why of it does get under my skin. And now, knowing that the blog's name has been utilized in a field that has nothing to do with the subject of this blog is like a mosquito bite that you can't help but scratch because it itches so damn bad but you know you shouldn't scratch it at all. 

Oh well.

*For any people doing research on "Parallel Context Windows" and happened to stumble on this post, This blog Parallel Context has been around since September 2009 and is still being actively updated with posts as of January 17, 2026. So yeah, PC has been around a lot longer than the current LLM and AI research.

**I did switch it back this morning, likely after Shintar posted a comment this morning about potential changes but before I saw her comment myself. So, Shintar and others who use mobile devices to read the blog can read it much better.

EtA: I cleaned up some formatting.