Charles Loder
charlesloder.bsky.social
Charles Loder
@charlesloder.bsky.social
Software engineer | Bridging technology & humanities | Making the internet a more Hebrew friendly place hebrewtransliteration.app
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Today is my final day at Northwestern University.

After 6 short months, I have been laid off due to the termination of the IMLS grant that funded my position.
I worked with an amazing team that led that charge in integrating Ai powered tools wisely into museum & library science.
This idea has been rattling in my head.

Instead of focusing on how "intelligent" a model is, the real power of LLMs shines when their intelligence is constrained by limiting what data the model can draw on.

Not sure if I'm missing anything in this graph
November 11, 2025 at 5:17 PM
Had to make an account just to try out a sandboxed version of an API, and on top of that you HAVE to subscribe to the newsletter
November 11, 2025 at 2:42 PM
One of the best parts of being unemployed is that I now get how people develop anxiety from constantly checking their email
November 8, 2025 at 1:02 AM
In true dev fashion, I may be over engineering the job search
November 4, 2025 at 6:57 PM
The job hunt continues…

If anyone knows of any open developer roles, preferably in ed tech or ed tech adjacent, I'd appreciate the lead!

If you don't, please repost!
November 3, 2025 at 3:52 PM
People are sleeping on GoogleAi's #Gemma 3n models.

They run entirely on-device, they're fast, and they're surprisingly capable.

Here it is transcribing a letter — no API calls, just local inference on a Mac M2.
Watch that GPU usage!
October 28, 2025 at 2:38 PM
My app made it into the Baker Acacemic/Brazo's Style Manual! Is this the editorial mountain top?!
October 22, 2025 at 2:50 PM
> Online trends tend to start from chaos and gain momentum without explanation: For example, “404 Not Found” went from a nonsense phrase found on a dead-end page of the web

Ummm…404 is an HTTP status code, not a nonsense phrase. Even AI knows this

www.hollywoodreporter.com/tv/tv-featur...
The Meaning of the “6, 7” Meme Scene on the Season 28 ‘South Park’ Premiere
The kids of South Park Elementary are not starting a dangerous cult with the phrase; they are merely embracing the existential meaninglessness of it all.
www.hollywoodreporter.com
October 17, 2025 at 7:55 PM
So do I hate Python? Or do I really hate C++?
October 13, 2025 at 5:24 PM
Multimodal chat with visions models in the browser is surprisingly difficult. I've tried Transformers.js, web-llm, and MediaPipe, and they all seem to have some critical shortcoming.

Am I doing this wrong? Or anyone have recommendations?
October 6, 2025 at 6:01 PM
I was so tempted to click on this ad
October 6, 2025 at 12:47 PM
I’m curious if anyone has used these models with multi spectral images of manuscripts

developers.googleblog.com/en/unlocking...
Unlocking Multi-Spectral Data with Gemini- Google Developers Blog
Multi-spectral imagery, which captures wavelengths beyond human vision, offers a "superhuman" way to understand the world, and Google's Gemini models make this accessible without specialized training.
developers.googleblog.com
October 4, 2025 at 12:57 AM
Experimenting with a custom Gemini command for adding alt text.

Gemini CLI can:
- fetch the accessibility guide for context
- fetch the images and understand them

This allows for good alt text.

Not just a description of the image, but text that is related to the context
September 30, 2025 at 7:11 PM
Would it be wrong to say for the 2nd syllable that "the nucleus is a hiriq-yod"

I feel like it's conflating different types of terminology
September 25, 2025 at 4:52 PM
Richard Scheines, dean of CMU’s College of Humanities and Social Sciences, said. “…there’s interesting tools that we can apply to some of the questions humanists are asking, but get much more robust answers from the data than we’ve had before.”
www.insidehighered.com/news/tech-in...
How One University Is Reimagining a Humanities Ph.D. Program
Carnegie Mellon is turning its literary and cultural studies Ph.D. program into one focused on computational cultural studies. The reframe comes as many humanities graduate programs face an uncertain ...
www.insidehighered.com
September 25, 2025 at 2:54 PM
Reposted by Charles Loder
DS seeks to appoint an early career library professional or postdoctoral researcher with a background in premodern manuscript studies for a full-time, NEH-funded, 22-month Manuscript Data Curation Fellowship. To apply, please follow this link: wd1.myworkdaysite.com/recruiting/u...
Manuscript Data Curation Fellow
University Overview The University of Pennsylvania, the largest private employer in Philadelphia, is a world-renowned leader in education, research, and innovation. This historic, Ivy League school co...
wd1.myworkdaysite.com
September 24, 2025 at 4:29 PM
Big news on the LinkedIn, Baker acquires Lexham Press:
September 23, 2025 at 6:19 PM
Harvard recently launched an MVP of a semantic search and AI-driven collections discovery system called Collections Explorer. collex.lib.harvard.edu
Collections Explorer
Explore Harvard Library's special collection materials using semantic search
collex.lib.harvard.edu
September 22, 2025 at 5:46 PM
LinkedIn really really really wants me to buy Premium
September 19, 2025 at 6:36 PM
v0.4.0 of clover-ai adds two new exciting features:
• Canvas context
• Tool calling

The first user message in the video demonstrates both of these.
September 9, 2025 at 4:41 PM
Anyone have any cool examples of IIIF Annotations?
September 8, 2025 at 5:14 PM
Reposted by Charles Loder
I posted earlier today about a whole bunch of ePubs and diglots of early Christian writings that are available from github.com/AppianWayPress. Now that it is in semblance of order, I can use it to fuel a simple RAG system to answer questions based on early Christian writings. Like this:
September 8, 2025 at 3:47 AM
I'm happy to live in a place where we have social safety nets, and I am extremely grateful for them.

The bureaucracy of the programs, however, forms a system where receiving help from others creates burdens on the system and those seeking help

It all feels so counterintuitive…
September 5, 2025 at 3:37 PM
Ran into an "Excessive complexity" error with these:
September 5, 2025 at 12:43 AM