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Posts by Michael Fairchild

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Embedding Accessibility into AI based software development At CSUN-AT 2026, I spoke with my colleague Mallika Meiyappan on Embedding Accessibility into AI based...

I spoke at CSUN on embedding accessibility into AI based software development. I put together a blog post with some key takeaways, including resources for you to create more accessible experiences with AI!

dev.to/mfairchild36...

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Wait you are here! Say hi if you see me!

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A11y LLM Eval

I just launched an open source LLM evaluation tool/report for accessibility. microsoft.github.io/a11y-llm-eva...

5 months ago 5 0 1 0

I keep hearing that AI could eventually make assistive tech like screen readers obsolete. For example, the AI could generate an audio interface on the fly. I have my own thoughts on this, but I’d like to hear yours. Is there a nugget of truth to this? Risks? Is it a viable future?

10 months ago 3 0 0 0

I’ve updated it with some more models that are supposedly better at coding. Meh. github.com/mfairchild36...

10 months ago 2 0 0 0

😲

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GitHub - mfairchild365/a11y-models-playground Contribute to mfairchild365/a11y-models-playground development by creating an account on GitHub.

Spent my friday making this. How good is AI at generating and fixing accessible code? github.com/mfairchild36...

Feel free to poke holes or contribute or just ignore and enjoy your life. Whateves.

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Enjoy!

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Video

Just a video of my graceful cat falling from my second story balcony while trying to catch a bird. Zero brain cells. But, he is okay.

11 months ago 1 0 1 0

What in your life led you to this moment?

11 months ago 0 0 1 0
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Understanding Success Criterion 1.4.10: Reflow | WAI | W3C

This has been a long time coming - but I'm glad to report that the vast majority of WCAG's Reflow Understanding document has been rewritten.

Lots of work and discussions in our attempt to make what Reflow actually requires more... well... understandable.
www.w3.org/WAI/WCAG22/U...

1 year ago 30 9 1 0

Click here to forget more!

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Hmmm I wonder which session this was 🙃

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Honestly, cute dogs are much better than web semantics.

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I’ll be at CSUN - who else? #CSUN25

1 year ago 2 0 0 0

Unless I’m eating a runza

1 year ago 1 0 0 0

I’m embarrassed to live in Nebraska.

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Factor in w3c process time and it’s more like 5 years worth of edits 🙃

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Honestly, 1mil isn’t a whole lot here. That alone would just be a slap on the wrist. The more important aspects of this have to do with the FTC explicitly barring them from misrepresenting their product and its capabilities.

1 year ago 0 0 0 0
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The State of this thread is just sad. It has questionable Value. My Role here is over. 🤣

1 year ago 2 0 0 0

Hah! Oh my… that’s a bad one. Give yourself a VPAT on the back.

1 year ago 3 0 1 0

Canned bread is the best thing since this TMNT episode.

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What do #a11y pros do when they order a drink?

They put it on the tab.

… sorry 🙃

#a11yJokes

1 year ago 6 2 1 0

Anyone know of a good accessible “see more” implementation? You know, the kind that truncates content. Click it and it expands all of the content and the button either disappears or turns into “see less” now positioned at the end. So far, I’m convinced this is an anti-pattern.

1 year ago 0 0 0 0

Customers don’t want your product to be WCAG conformant. They want the damn thing to be usable! They want to have an efficient and effective experience. We put too much focus on minimal compliance for #a11y.

1 year ago 7 1 0 0
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The Wasteland Warrior "The Wasteland Warrior"[2] is the eleventh episode of the fifth and final season of the 2012 TV series, and is the one-hundred and fifteenth episode overall in the series. Production-wise, it is the e...

Did you know that Teenage Mutant Ninja Turtles has a 3 part episode that is essentially a spin off of Mad Max? It’s the best thing since sliced bread! turtlepedia.fandom.com/wiki/The_Was...

1 year ago 0 0 1 0

If I was a billionaire, I’d establish a trust fund to send everyone a free Runza on the regular. Not run for office and gut the government.

1 year ago 1 0 0 0
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Yeah, I didn’t authorize that either 🤣

1 year ago 0 0 0 0

Pizza!? I did not authorize this.

1 year ago 0 0 1 0

Now you just need to reward yourself with a runza.

1 year ago 1 0 1 0