Dr NaSo | நாசோ 🇮🇳

தமிழ் | Tamil | Data Scientist | ML & AI | Full Stack | Tech Arch | Deep Learning | C#/Python/JS | நினைவில் code உள்ள மிருகம்

[Dr NaSo | நாசோ 🇮🇳 @NChozhan]

Photographers, show me your best Architecture shots 📸📷 Mine, 📷 👇

[Dr NaSo | நாசோ 🇮🇳 @NChozhan]

@TVMohandasPai Why parents can’t choose to allow eggs in the midday meals? It’s our free country and free to choose? Coz sanghi clowns like you are the worst hypocrites.

[Dr NaSo | நாசோ 🇮🇳 @NChozhan]

But this “free country free to choose” quote won’t apply for kids lunch meal with eggs. These sanghi parasites are the worst hypocrites. 🤡🤡

[Mohandas Pai @TVMohandasPai]

We are free people in a free country. Parents have right to choose. Why are you thrusting your views on parents? Let them choose?

[𝙆𝙖𝙧𝙩𝙝𝙞𝙠 𝙂𝙤𝙪𝙣𝙙𝙚𝙧  @King_of_Orion]

Tantanis are 🤡

Imagine a 10-foot human standing against gravity and he will need 2 hearts to pump blood all over the body and there is no evidence for findings of such skeletons till date

With this level of intelligence, they want world to believe they invented everything 😂

[Roh💗 @fudgy0_0brownie]

Being called out as Nool/Brahmin/TamBrahm for having typical oppressor behaviour is NOT casteism btw!! Accept the fact that you are from the lineage of oppressors, understand the nuances and introspect on why you’re being called out, instead of taking the victim card always!!

[Dr NaSo | நாசோ 🇮🇳 @NChozhan]

In the below convo, I support Panda. He’s just advising or advertising the Claude AI not ChatGPT. For this reason alone I support him.

ChatGPT or Gemini or Meta AI - all these are just chatbots comparing with Claude.

[Prashanth Rangaswamy @itisprashanth]

Just let me know the wrong in this tweet .

I will correct myself .

You sit and spit venom for no reason - i don’t care and i never questioned you because it is none of my business .

Same applies to you. Show your patriarchy else where !

[Dr NaSo | நாசோ 🇮🇳 @NChozhan]

@VirtualR007 பீசப்பி வந்திருக்கும். ஆனால் இந்த நாரஸிஸ்ட் வந்திருப்பாரா?

[Dr NaSo | நாசோ 🇮🇳 @NChozhan]

பேய்க்கும் பேய்க்கும் சண்டை 😂😂

BTW, அப்போது பதவிக்காக குஜராத் கலவரத்தை கண்டுக்காமல் விட்டதுதான் இப்போதைய கேடுகெட்ட ஆட்சிக்கு ஒரே காரணம்.

[Vladymir Francis @Vlad_francis]

DMK and ideology on the same sentence is an oxymoron 😂

1996 - Fought the elections with TMC (Tamil Manila Congress) positioning themselves as a secular force.

1999 - Joined the BJP alliance, enjoyed cabinet ministers until 2003. Called RSS a social organisation, played down the Gujarat riots. Gave BJP a clean chit. Even made H.Raja win in 2001.

2004 - Switched to UPA, enjoyed cabinet ministers for 9 years.

Quit the UPA alliance by 2013.

This lot lectures us on ideology and hunger for power. Sit down you bunch of clowns 🤡

[Dr NaSo | நாசோ 🇮🇳 @NChozhan]

ஆயிரமாண்டுகளுக்கு ஞானசம்பந்தன் இப்படித்தான் தமிழ்ச் சமணர்களை இழிவு செய்தான். 😥😥

[Jokerrr @jokerrr2_0]

There are Jains who don't brush their teeth because it kills germs.

[𝙂 𝙎 𝙎𝙃𝙍𝙄𝘿𝙃𝘼𝙍 @ushrit2020]

The only way we can beat China is to make our vishwaguru their President for a mere 10 years.

He will deliver.

[Dr NaSo | நாசோ 🇮🇳 @NChozhan]

காஜி, குந்தானி, அரிப்பு எடுத்தவங்க என கொத்தடிமைகள் தமிழகப் பெண்களை அன்றாடம் கேவலமாக வசைச் சொற்களில் ஏசினாலும் தற்குறி கும்பல் வெற்றி பெறக் காரணம் என்னவோ ஆண்கள் தான். இனியாவது கொத்தடிமை கும்பல் அடங்குமா?

[Nav Toor @heynavtoor]

You have noticed it. ChatGPT feels dumber than it used to. Your prompts that worked six months ago produce worse results now. The writing sounds flatter. The ideas sound safer. The internet itself feels like it is shrinking. Every article reads the same. Every email sounds the same. Every answer sounds like it was written by the same voice.

You thought it was you. It is not you.

Researchers at Oxford and Cambridge published a paper in Nature proving what is happening. They call it Model Collapse.

Here is the mechanism in one sentence. AI trained on AI-generated data gets dumber every generation until it forgets what real human data looked like.

The internet is filling with AI-generated content. Blog posts. Articles. Reviews. Comments. Social media. AI companies scrape the internet to train the next generation of models. Which means the next generation of AI is being trained on the output of the current generation.

Each cycle loses information. Not randomly. It loses the rarest, most unusual, most creative parts first. The researchers call these the "tails of the distribution." The weird ideas. The unexpected perspectives. The things that made the internet feel human. Those disappear first.

What remains is the average. The safe. The expected. The bland.

Then the next generation trains on that. And loses more. And the next generation trains on that. And loses more. The researchers proved this is not a slow decline. Major degradation happens within just a few iterations. Even when some of the original human data is preserved.

They tested it on large language models. On image generators. On statistical models. The pattern was the same every time. The output converges toward a narrow, flattened version of reality that looks nothing like the original data.

The lead researcher put it plainly. "Large language models are like fire. A useful tool. But one that pollutes the environment."

The pollution is invisible. You cannot see which sentence on the internet was written by a human and which was written by AI. Neither can the AI that is about to train on it. And once the tails are gone, they do not come back. The damage is irreversible.

This is not a prediction anymore. It is a diagnosis.

The internet you grew up on was built by humans writing things no algorithm would have written. Strange, personal, imperfect, alive. That internet is being diluted. One generation of AI at a time. And the models trained on what remains are learning a smaller and smaller version of the world.

Model Collapse is not a technical problem. It is a cultural one. The thing that made the internet worth reading is the thing that disappears first.

[Dr NaSo | நாசோ 🇮🇳 @NChozhan]

AIs are not thinking, innovating or creating new set of codes. They are using our code - human written code effectively, that’s all. They can’t think out-of-the-box scenario for a given requirement. They always rely on human code/logic.

[Raunak @caps_raunak]

Bro, I'm so fucking tired of this AI shit.

You pour 8–10 years into mastering a craft late nights, brutal feedback, real scars from real failures.

Then some model trained on millions of stolen data (including yours) spits out better work in 4 seconds flat.

And the replies? "This is amazing Future is here"

We're not progressing. We're enthusiastically building the machine that makes our entire skillset worthless and calling it innovation.

[Dr NaSo | நாசோ 🇮🇳 @NChozhan]

ஆமா 1967ல் ஆட்சிக்கு வந்ததில் இருந்து 2026 மே மாதம் வரை கழகத்தினர் இதுவரை ஊழல் & கொள்ளை அடிக்கவில்லை, இரவுடித்தனம் ஏதும் செய்தது இல்லை. கழகத்தினர் அனைவருமே புடம் போட்ட தங்கம். 🔥🔥

[Dhans @dhans4all]

@winmani_84 ஆதாரம் இருந்தால் கேஸ் போடுங்கப்பா..

நிரூபியுங்கள் நாங்களும் கேட்கிறோம்

[Dr NaSo | நாசோ 🇮🇳 @NChozhan]

Seems Noolibans enjoying someone’s death. I’m surprised they didn’t.

[मङ्गलम् @veejaysai]

Wasn’t this Bharathiraja just another Dravidianist who peddled his poisonous agenda through his cinema?!

#JustAsking

[Dr NaSo | நாசோ 🇮🇳 @NChozhan]

துவிட்டரை உலகம் முழுவதும் தடை செய்வதைத் தவிர வேறு வழியில்லை. இட்லரை விடவும் பெரிய இனவெறிக் கும்பலை உருவாக்கிக் கொண்டுள்ளான். நீறு பூத்த நெருப்பாய் உள்ளுக்குள் இருக்கும் இனவெறியை வெளியே தூண்டி விடுகிறான். அடுத்த 5-10 ஆண்டுகளில் இதெல்லாம் எங்கு போய் முடியுமோ.

[Dr NaSo | நாசோ 🇮🇳 @NChozhan]

@Akshita_N @skclusive Thozhar @skclusive - what’s special in this tweet. She’s a paid media person and not good at her job at all.

[Dr NaSo | நாசோ 🇮🇳 @NChozhan]

@karthikgunner @Akshita_N @elanila07 Is she a journalist? Never heard ruling govt minions called as Journalists.

[Sathan Pazhiyili (சாத்தன் பழியிலி ) @SattanPazhiyili]

Meet Mr. Mayir Pudungi (மயிர் புடுங்கி). You may wonder why I’m using such a derogatory term. But it is actually a name specifically used to identify Jains in Tamil culture.

Since our guy is a proud Jain, I’m only addressing him with the name given to Jains in Tamil.

So all Tamils can freely address Jains as such, particularly like this மயிர் புடுங்கி !!!

[Dr Ranjan @DocRGM_]

20% Increase in Fake Rs 500 Notes after Demonetisation... Peak Detailing from @AdityaDharFilms

They'll Now Explain in Dhurandhar 3 On How These Fake Notes Were Used By Modi Govt To Defeat Anti-National Political Parties In Uttar Pradesh.

[Ritesh @Riteshk95050394]

Brahmins and their delusional world. 🤡