Chris Houghton
binarybirthday.bsky.social
Chris Houghton
@binarybirthday.bsky.social
Interested in nerds. Enjoying reading about data, demographics, policy. Visualisation fan. Passionate about good communication and Tottenham Hotspur. Talks with his hands.

He/him
Stay safe
January 18, 2026 at 11:51 PM
Sorry for giving you the wrong impression - I'm not suggesting that *at all*. I know exactly how stretched most academic libraries are.

However, digitisation will still happen, obviously not on the vast majority of material, which as you say will remain undigitised.
December 26, 2025 at 3:18 PM
*corpora*.

Balls.
December 26, 2025 at 3:04 PM
What resources I suggest? I'm sorry - I'm not getting your point. I'm just suggesting areas of current academic historical practice that I think will (and are, tbf) start using AI or AI-enhanced tools soon.
December 26, 2025 at 3:01 PM
The researchers in this thread? Sorry - I was just responding to the original post.

But cool - historians should absolutely be able to use whatever sources, digital or not, ideally. The problem is always time, expense and access. So we see an awful lot of academic research using digitised sources.
December 26, 2025 at 3:00 PM
...if these valuable non-digitised materials need to be archived (and there are plenty of historians working on these projects, for preservation/access purposes), AI will be part of the historian's toolbox.
December 26, 2025 at 2:55 PM
It's not how it should be, ideally, but the profession is biased a lot toward material available online.

Having said that, back to my first point - with the ubiquity of very good photographic tech, AI transliteration tools will still get better results than straight OCR/HTR so..
December 26, 2025 at 2:54 PM
For absolute sure. And this stuff is valuable and crucial to historical research. But with the massive loss of funds and time pressures on modern academic historians, most rely heavily on digitised sources, which are quick and relatively cheap to access.
December 26, 2025 at 2:52 PM
Finally, we're already seeing a ton of AI exploration in Digital Humanities and DH forming a growing part of UG/PG training. So AI tools for parsing, analysing and presenting large corpera to enable new research, methods practically impossible through traditional methods.
December 26, 2025 at 2:07 PM
Of serendipity here, but I'd imagine traditional Boolean-based search will still be available. And academics aren't currently great at effective archive searches (I've spent a long time training them) - so a locally-trained AI agent might find them more and better results.
December 26, 2025 at 2:07 PM
Then, I'm assuming that most commercially available digital archives, most large open repositories and even most smaller boutique collections will include some sort of AI tool, a RAG or similar, trained on the corpus, to facilitate exploration and discovery. Sure, there will be some loss
December 26, 2025 at 2:07 PM
I'm assuming that most digital archives will employ AI tools to transliterate the physical materials, as by then, these tools will have a character accuracy rate that far surpasses cutting edge OCR/HTR. Not strictly a tool in use, I know, but AI benefiting historians with better digital surrogates
December 26, 2025 at 2:07 PM
Really great stuff - thanks, Windy.
December 16, 2025 at 8:16 PM
Reposted by Chris Houghton
We were sick of speculation. So thanks to the 1,100 people who shared their data with us, we were able to show how TikTok keeps users hooked on the app. Over just 5 months, users appeared to use the app more compulsively.

Stay tuned for more stories off of this incredible dataset!
October 7, 2025 at 11:14 AM
We definitely tried to attack in places - not as much as I'd like, but still. It's not like we're an elite passing team but I felt you could really tell they all felt uncomfortable on the ball, and it disrupted our rhythm in possession.
September 30, 2025 at 9:11 PM
I'm not going to judge them on this game. I think the pitch is such an advantage for them and really makes it tough on the opposition playing with the ball. It bounces and rolls funny!
September 30, 2025 at 9:06 PM
He's missed some crucial windows to invest and build on success. The Redknapp team with Bale and Modric, and we bring in Saha and Nelsen. Not backing Poch and letting that team stagnate. Not paying wages even half of what top 6 rivals were in the past decade.

He wasn't Satan, but he wasn't a model
September 4, 2025 at 6:40 PM
I am the Mob. Best delivered first line in pop history
August 29, 2025 at 7:38 PM