Sagar Kumar
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diesagar.bsky.social
Sagar Kumar
@diesagar.bsky.social
Ph.D. Student, Network Science Institute
DJ & Co-Founder, FDEC Records
sagarkumar.net

Studying the mathematical foundations of language and communication.

Looking for Postdocs & Fac Positions starting 2026 😇
Boston’s Logan Airport clearly has a preference when it comes to fundamental particles because I haven’t seen a Fermion sign anywhere
August 14, 2025 at 9:34 PM
This is the closest thing i’ve come to a noumenal experience.

i have literally no reference for it. it is only itself-in-itself.

every part of it contradicts itself in so many ways that the only thing left is The Lacanian Real. The Truth.
July 13, 2025 at 12:40 AM
@mitpress.bsky.social Bookstore cop from the other day 😋
#lingsky #mathsky
June 23, 2025 at 6:57 PM
😳
June 11, 2025 at 11:14 PM
Finally, we find that information gets lost VERY fast in this process, but the rate of loss depends on the message itself! Messages which can be distorted in more “symmetric” ways tend to lose information much faster than messages with more complex structures of possible “confusion”.
March 4, 2025 at 1:20 PM
We also find that neither opinion dynamics models nor spreading models can truly capture the dynamics of information in a setting where messages can be distorted at the same time scale they spread. The former overestimates information loss, and the latter underestimates it.
March 4, 2025 at 1:20 PM
We find that in homogenous populations, as long as there is any information that enters the population through initial reporting, there will always be at least some information. However, coordinated reporting can lead to no information--even while there are messages spreading!
March 4, 2025 at 1:20 PM
To do so, we built a model and framework which bridges the gap between information theory and spreading dynamics, so that we can calculate just how much information is being received at any point in time.
March 4, 2025 at 1:20 PM
So, in a world where news and messages spread virally, how much information can we really receive? This is what we set out to understand!
March 4, 2025 at 1:20 PM
When we read the news, we decode those messages via codes as well… but often, the codes don’t exactly align because we have different experiences and viewpoints. This misalignment leads to distortions.
March 4, 2025 at 1:20 PM
Foundational communication theory tells us that events aren’t transcribed into objective facts when they turn into news, they’re encoded via linguistic and cultural codes. This is the crucial transformative moment from event to message.
March 4, 2025 at 1:20 PM
Apple News does not believe in QCD
December 27, 2024 at 12:12 AM
December 18, 2024 at 8:00 PM
December 12, 2024 at 1:41 AM
November 25, 2024 at 5:04 AM
there is no difference
January 24, 2024 at 8:19 PM
😬
November 7, 2023 at 8:24 PM
wow .. digital collective action is such a beautiful thing 😌

spez is being clowned on every corner of the place and every corner of the planet
July 22, 2023 at 3:21 PM