Yorguin-Jose Mantilla-Ramos
yjmantilla.bsky.social
Yorguin-Jose Mantilla-Ramos
@yjmantilla.bsky.social
veneco trying to get into interpretability, both for natural and artificial intelligence.

currently a masters student at Université de Montréal.
Reposted by Yorguin-Jose Mantilla-Ramos
#AcademicSky, researchers have to face this: research writing needs to persuade more than other researchers.
pmc.ncbi.nlm.nih.gov/articles/PMC...
The readability of scientific texts is decreasing over time
Clarity and accuracy of reporting are fundamental to the scientific process. Readability formulas can estimate how difficult a text is to read. Here, in a corpus consisting of 709,577 abstracts publis...
pmc.ncbi.nlm.nih.gov
November 30, 2024 at 4:37 AM
Reposted by Yorguin-Jose Mantilla-Ramos
Imagine a snail. Imagine 5 snails. Imagine a snail on a sail. Imagine something that isn’t a snail.

now read a new pre-print:

"Relations, Negations, & Numbers: Looking for Logic in Generative Text-to-Image Models"

(by Conwell, Tawiah-Quashie, & me)

arxiv.org/pdf/2411.17066
November 29, 2024 at 2:00 PM
Reposted by Yorguin-Jose Mantilla-Ramos
Want to use bluesky replies as your blog’s comment section?

`npm install bluesky-comments`

Built by @coryzue.com
So cool! I just used this to add comments to my site and published an npm package to make it easy for anyone else to do it:

www.coryzue.com/writing/blue...
Adding Bluesky-powered comments to any website in five minutes
Long live the open web!
www.coryzue.com
November 25, 2024 at 10:32 PM
Reposted by Yorguin-Jose Mantilla-Ramos
What's the difference between explainability and interpretability? Does the machine learning community have an agreed-upon definition?

No.

There's a great overview, which is from this paper: arxiv.org/abs/2211.08943

My take: I prefer interpretability since the term explainability is too strong.
November 26, 2024 at 3:41 PM
Reposted by Yorguin-Jose Mantilla-Ramos
How can biology teach us to design better AI?🤔
Our new paper, w Mike @drmichaellevin.bsky.social "Bio-inspired AI: Integrating Biological Complexity," explores how biological principles like adaptability, context-dependence, and hierarchical processing can inspire the next generation of AI.
🧵👇1/n
November 26, 2024 at 3:35 PM