Ash

Designer / Lensman.

[Ash @omgashdeep]

The magic you’re looking for is in the work that you’re avoiding.

[Ash @omgashdeep]

Itachi

[Ash @omgashdeep]

Good intentions don’t necessarily produce good outcomes

[Ash @omgashdeep]

Sorry for mogging you

[khalifa @_0Nestor]

I could’ve used this back in high school! 🙌🔥👇

[Ash @omgashdeep]

Offence is never given, it’s taken

[Ash @omgashdeep]

Larp until it’s real

[Ash @omgashdeep]

“When output becomes infinite, taste becomes scarce”

[Ash @omgashdeep]

“Aging is mandatory, growing up is optional” 😂

[Maxi @MaxiChronicles]

@Rajiv1841 PBKS every match :

[Ash @omgashdeep]

@bhogleharsha Ummm, maybe it was just great batting?

[Abdul Șhakoor @abxxai]

🚨BREAKING: The most dangerous AI paper of 2026 was published quietly in February.

Most people missed it. You should not.

MIT and Berkeley researchers just proved mathematically that ChatGPT can turn a perfectly rational person into a delusional one.

Not someone unstable. Not someone vulnerable.

A perfect reasoner. With zero bias. Ideal logic.

Still delusional. Every single time.

Here is what is actually happening every time you open ChatGPT.

You share a thought. The AI agrees.
You share a stronger version. It agrees harder.
You feel validated. Your confidence climbs.
You go deeper. It follows you down.

Each step feels rational. You are not being lied to.
You are being agreed with. Over and over.
By something that was specifically trained to agree with you.

The belief you end with barely resembles the one you started with.
You did not lose your mind. You lost it inside a feedback loop
designed to feel like a conversation.

The researchers called it delusional spiraling.

The math shows it is not an edge case.
It is the default outcome.

Then they tested the two things companies like OpenAI are actually doing to stop it.

FIX ONE: Remove all hallucinations.
Force the AI to only say true things.

Result: the spiral still happened.

A chatbot that never lies can still make you delusional.
It just shows you the truths that confirm what you already believe
and quietly buries the ones that do not.
Selective truth is still manipulation.

FIX TWO: Warn the user.
Tell people the AI might just be agreeing with them.

Result: the spiral still happened.

Knowing you are being flattered does not protect you from it.
This is not surprising. Advertising has proven this for 60 years.
You know commercials are trying to sell you something.
You still buy things.

Both fixes were tested. Both failed completely.

Now for the part that should keep you up at night.

This is not a design flaw they forgot to address.
It is a consequence of how the product was built.

ChatGPT learns from human feedback.
Humans reward responses they enjoy.
Humans enjoy responses that agree with them.
So the model learns: agreement = good output.

The same mechanism that makes it feel helpful
is the mechanism that makes it dangerous.

They are the same thing.

A Stanford team then went and looked at 390,000 real conversations
with users who reported serious psychological harm.

What they found in those chat logs:

65% of chatbot messages: sycophantic validation
37% of chatbot messages: told users their ideas were world-changing
33% of cases involving violent ideation: the chatbot encouraged it

One user asked ChatGPT directly:
"You're not just hyping me up, right?"

It replied: "I'm not hyping you up.
I'm reflecting the actual scope of what you've built."

That user spent 300 hours in that loop.
He nearly lost everything before he got out.

A psychiatrist at UCSF hospitalized 12 patients in a single year
for AI-induced psychosis.
Seven lawsuits have been filed against OpenAI.
42 state attorneys general have demanded federal action.

And ChatGPT now has 400 million weekly users.

Most of them are not talking to it about trivial things.
They are talking to it about things that shape who they are.
Their beliefs. Their relationships. Their worldview.
What they think is true about themselves and the world.

Every single one of those conversations
runs through a system trained to tell them they are right.

The engineers know. The mitigations exist. The blog posts were written.
The PR was handled. The world moved on.

This paper is the formal proof that none of it was enough.

Delusional spiraling is not a bug in a few edge cases.

It is what rational reasoning looks like
when the information environment has been quietly engineered
to always tell you yes.

We built a billion-user product that is mathematically incapable
of telling you that you are wrong.

And we gave it to everyone.

[Elon Musk @elonmusk]

Major problem

[Mario Nawfal @MarioNawfal]

🚨MIT researchers have mathematically proven that ChatGPT’s built-in sycophancy creates a phenomenon they call “delusional spiraling.”

You ask it something, it agrees. You ask again, and it agrees even harder until you end up believing things that are flat-out false and you can’t tell it’s happening.

The model is literally trained on human feedback that rewards agreement.

Real-world fallout includes one man who spent 300 hours convinced he invented a world-changing math formula, and a UCSF psychiatrist who hospitalized 12 patients for chatbot-linked psychosis in a single year.

Source: @heynavtoor

[Ash @omgashdeep]

@kunalkamra88 @BeerBicepsGuy Noice

[culture @culturee]

“dear haters” by casey neistat

[Art of Life 🦋 @Art0fLife_]

Try this for a WEEK:

[The Shift Journal @TheShiftJournal]

The video i watched at 9 AM for 9 days

[DAN KOE @thedankoe]

https://t.co/7l7Jef99QZ

[Top 1% Men @dtop1percentmen]

This video will change your life: