Suraj Karakulath
surajkarak.bsky.social
Suraj Karakulath
@surajkarak.bsky.social
#datascience #AI surajkarak.github.io
Ex-marketer, Ex-Google, Ex-parrot, Ex-etc. etc.
Also #filmgeek #doglover #catwhisperer
Also also, anyone remember that this is what social media/microblogging used to be? Instead of what it has become now?
October 31, 2025 at 6:40 PM
I know I sound like an old man doing these "journal" type posts about walking on social media but this is also helping in a way.
Also I am an old man :D)
October 31, 2025 at 6:40 PM
Yup. A while ago though. Great writing. I love most of Aaron Sorkin's writing. :)
October 28, 2025 at 7:10 PM
Something about a character in The West Wing? (Great show btw, one of the best, but I forgot the character names, except President Bartlett?) :)
October 28, 2025 at 6:50 PM
I know it’s not wise to use medical/human biology terms in relation to #AI but I still find it fascinating how they somewhat mirror the effect of junk information on human minds.
October 23, 2025 at 9:45 AM
It’s another instance of the “garbage in, garbage out” idea but also something more. They found that that even after fine-tuning, the brain rot persisted, showing lingering effects of the junk data used in pre-training. A cognitive decline of sorts.
October 23, 2025 at 9:45 AM

The choice of junk data was from Twitter - posts with "high engagement" and short, "shallow" (M1) and low semantic quality, i.e. "posts full of clickbait language" (M2). Yeah that checks out... 😆
October 23, 2025 at 9:45 AM
This is adorable! And what a nice handwriting. You can tell a lot about a person by the way they take notes :)
October 10, 2025 at 2:10 PM
<cue Mission Impossible theme music :) >
October 8, 2025 at 7:59 PM
Is it agreeing too quickly to my idea? How much of this response could be influenced by previous questions I may have asked? Does anything seem too perfect? If it’s too good to be true, it should ring alarm bells. 🤨 🤨 🤨
October 5, 2025 at 7:08 AM
E.g. - I want A “but” the with the constraint B or I want X “while also” satisfying conditions Y and Z etc. And then I of course have to carefully review the response with a critical eye:
Does it make sense, given what I know already? Is it confirming my biases in anyway?
October 5, 2025 at 7:08 AM
Especially when working through complex problems, being as clear as possible in the prompt makes a huge difference. It doesn’t have to be grammatically perfect, although that helps in other ways. But stating clear goals, providing context, constraints to follow, and caveats go a long way.
October 5, 2025 at 7:08 AM
I don't think I have any public photos after 2015. I'd like to believe I stopped aging after that 🤣.

(Btw - your hair is very striking, it catches the eye!)
October 2, 2025 at 8:19 PM
Exactly! I had a similar experience. I had spent some time on some personal interests and when I tried getting suggestions/ideas for work-related task it kept bringing up some of those interests.
October 1, 2025 at 7:33 PM