Richa Mishra

A rebel just for kicks! I bring void on the table! I am Not a Good Summarizer! I identify as Circe with Hattori Hanzo's sword!

[Richa Mishra @ginsoakedgal]

A wise man once said "to a mind that is 'still' the whole world surrenders".

[Jett 🜲 @iky_fwjett]

I’ve noticed that I never run into the people I’ve cut off. That’s the biggest sign the universe agreed with my decision.

[Vishakha ⭐ @MasalaaMinds]

One comment controlling the whole damage 😭😭

[𐚁 @Kaylavosss]

why would I submit to a damaged man?

[‏ً @itsnwts]

HOT TAKE: Someone said “this is the first time in history women are dating men for their character. And that's why no one is dating.” and she was right.

[Richa Mishra @ginsoakedgal]

So effing obsessed with this song right now!

https://t.co/gpf5aIRagY

[Sarah Larchmont @SarahLarchmont]

God forbid a woman gets a hobby!

[Epic Clip Vault @EpicClipVault]

Inflation hit Hermione hard — and she wasn’t having it 😂

[a @stardusttfairy]

Priyanka Chopra is anything but a feminist?

[‏ً @omgsidewalks]

The only actual problem I have with eBooks is that after I’ve finished reading them, I can’t put them on my trophy shelf like a serial k!lłer

[THE GOSSIP QUEEN👸 @TheGossipQueeen]

Jawed Akhtar gives his witty take on the use of cuss words or "gaali" in the modern stand up comedy.😄

Aise kaun insult krta hai 😂😂😂😂

[Richa Mishra @ginsoakedgal]

One of fav movies. Must have watched it umpteen times back then!

[Keh Ke Peheno @coolfunnytshirt]

Here's the iconic entry scene of "Babu" (negative amitabh bachchan double role) in Satte Pe Satta!

Shot brilliantly with BGM by RD Burman, where he created the eerie effect using the gargling sound of singer Annette Pinto!

[Richa Mishra @ginsoakedgal]

I am not going to take yes for an answer.

[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.

[Richa Mishra @ginsoakedgal]

Give her the grace of fighting her battle on her own terms.

[𝘀𝗵𝗮𝗺𝗺𝘆💗 @Urfv_shammy]

Never teach a man how to be your man. Don't ask him for anything. Not a date. Not flowers. Not clingy texts. Not morning calls. Not time. Not affection. When a man truly wants you,he moves different on his own. Life's too short to be waiting for someone to act right!

[Gaurav @PhotoModeGamer]

Doctor House is in the house yall

[Sir T Shiimi @Incredible_Tau]

Actually at this age people know exactly what they're doing. Take it personally. They know the words they choose, the actions they take, and the silence they give. They know when they are ignoring you, when they are lying, when they are being careless with your feelings. It’s not a mistake, it’s a choice. People are not children anymore who don't understand the weight of their actions. They are fully aware when they hurt you, when they disrespect you, or when they cross your boundaries. So take it personally, because it is personal. It shows you who they are, what they value, and how much you matter to them. Stop making excuses for people who already showed you what place you hold in their life.

[figment of your imagination @ninimazara]

You cannot humble someone who already humbles themselves. I challenge my own ego, I study my shadow. I’m not afraid to face myself.

[˖ Ridhima 𓂀 ݁˖ @ridhima_z]

Dont date ugly men. They tend to forget they are ugly and start treating you like you are the ugly one. So date your type, girl!

[Richa Mishra @ginsoakedgal]

Redux Redux on Amazon Prime is a good watch!