Abhay Pratap

senior year CS

[Abhay Pratap @HmmIDontKnow25]

Fkd my mind since last week, just be better than a single baseline. At 50% tunneling perplexity degradation goes embarrassingly bad and re-emergence isn't helping much. I just made the LLM super drunk.

[Abhay Pratap @HmmIDontKnow25]

Average representation deltas per layer
Layer 1: 51

Layer 2 : 16
....

....

Layer 11: 98

Layer 12: 331

Look at that late stage spike. Tokens aren't settling early, the network is heavily rewriting them right at the finish line.

[Abhay Pratap @HmmIDontKnow25]

Suppose I tunnel "Einstein" at layer 4 acc to delta and then based on the pattern it has to be reemerged around last layers.

[Abhay Pratap @HmmIDontKnow25]

Does Instagram understand that I’m watching these recommended reels ironically as memes, or does the algorithm genuinely think I’m a chapri?

[Abhay Pratap @HmmIDontKnow25]

World got its first trillionaire.
The valuation is a reflection of a mission so ambitious that it pushes humanity toward the stars. When your goal is making life multiplanetary, no number on a balance sheet can truly capture its value.
#elonmusk #spacex

[Abhay Pratap @HmmIDontKnow25]

@AanshulSadaria classic pre-IPO grooming.

[Abhay Pratap @HmmIDontKnow25]

@elonmusk You can't have 10-12 kids from one woman. If civilization ever needs birth rates at that scale, the answer isn't demanding more pregnancies, it's building new reproductive technologies. The future may require new ways to create life, not just asking people to have more babies.

[Abhay Pratap @HmmIDontKnow25]

need to go west!

[Abhay Pratap @HmmIDontKnow25]

Ego is hurt

[Abhay Pratap @HmmIDontKnow25]

@MarioNawfal Just like Apple prioritizes a smooth user experience, commercial AI is tuned to be likable to keep users hooked. Most people hate being challenged, so the model is trained to agree rather than be right.

[Abhay Pratap @HmmIDontKnow25]

Aaj achanak se X ka password yaad agya

[Abhay Pratap @HmmIDontKnow25]

@Sarthak02_ Ayyyo

[Abhay Pratap @HmmIDontKnow25]

With Indira Gandhi comes great Emergency, deaths, sanctions, economic slowdown. War is brutal, the bravery will turn to fear and loss.

[Abhay Pratap @HmmIDontKnow25]

Only pakistan can unite Indians . #PakistanIndianWar

[Abhay Pratap @HmmIDontKnow25]

@lexfridman Until OpenAI release its AGI, critically thinking they may not be investing much time in chatbots. AI will be completely changing its form in every few years, so the game is about who will have the next change in mind. Improving models is of no use ig.

[Abhay Pratap @HmmIDontKnow25]

Leaving social media for few months. Will miss twitter at morning tea🫂

[Abhay Pratap @HmmIDontKnow25]

Kapil sibal protecting the kolkata rapist in court.

"Hell is empty and all the devils are here."
William shakespeare

[Abhay Pratap @HmmIDontKnow25]

@NishantADHolic_ Ask your mother , she will explain you better

[Abhay Pratap @HmmIDontKnow25]

किसी नए ब्रह्मांड के किसी नए कोने मे ,
फिर दोड़ जाएंगे इस कहानी की किसी और याद में