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Peter

@stoinov.com
352 followers 207 following 3.2K posts
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Peter @stoinov.com · 17/09/2026
Rhea Seehorn’s Emmy win is celebrated by Apple in the best way possible!
Billboard saying CONGRATULATIONS, CAROL. On yellow background.
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Peter @stoinov.com · 16/09/2026
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Peter @stoinov.com · 15/09/2026
Мъск разбира се плаща и качва 🤷🏻‍♂️
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Peter @stoinov.com · 14/09/2026
Може и да е заради сутрешния тренд след тези писма 😁
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Peter @stoinov.com · 12/09/2026
Горе долу така виждам спора ни 😁
Meme with Nicolas cage and Pedro Pascal:

The System Is Broken And It Must Be Fixed.
The System Is Working Exactly As Intended And Must Be Destroyed
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Peter @stoinov.com · 05/09/2026
The AI 🫧 is coming, but it won’t be (only) about their overpromised functionality. Instead it will be the about the unsustainable investments for R&D, training and DCs of US labs and the orders of magnitude cheaper prices for the similar perf. by the Chinese ones. There is no moat but the price.
Comparison of AI models performance. With the frontier ones leading but the Chinese close behind or even I front of some.Comparison of AI models pricing with the Chinese models being 10x-60x times cheaper than US frontier ones.
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Peter @stoinov.com · 04/09/2026
Also this graph:
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Peter @stoinov.com · 27/08/2026
Charlie Brown saying:

MY IDOLS ARE DEAD AND MY ENEMIES ARE IN POWER.
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Peter @stoinov.com · 26/08/2026
In Oblivion (2013), massive floating
"hydro rigs" drain Earth's oceans to harvest water for a giant Al. Back then, this was somehow considered a bad thing for Earth and humanity.
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Peter @stoinov.com · 25/08/2026
Photo by @codinghorror.bsky.social at mastodon.
A poster in NYC with guillotine that states:

HISTORICALLY SPEAKING FRANCE MADE IT TRICKLE DOWN
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Peter @stoinov.com · 23/08/2026
Contrast and compare.
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Peter @stoinov.com · 22/08/2026
App instead of planet.
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Peter @stoinov.com · 21/08/2026
The communism is coming from inside the house!
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Peter @stoinov.com · 20/08/2026
The Cunk series is criminally underrated.
A shot from Cunk on Earth with the writing:

I think about this quote often
Since light travels faster than sound, people may appear bright until you hear them speak.
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Peter @stoinov.com · 20/08/2026
Заглавието ми напомни за една манга…
A person crawling into a person shaped hole. Saying “IT WAS MADE FOR ME! This is my hole!”
From THE ENIGMA OF AMIGARA FAULT by JUNJI ITO
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Peter @stoinov.com · 31/07/2026
The Heritage Foundation is the gift that keeps on giving 🤦🏻‍♂️ www.nytimes.com/2026/07/28/m...
Debates over World War II became popular at Heritage, with a lot of "rehashing and going through who was the bad guy and who were the good guys," Richard Stern, who was then director of Heritage's budget center and is now at Pence's organization, told me. A sizable number of newer staff members were fans of Pat Buchanan, who wrote a book about how Churchill, not Hitler, was the instigator of World War II. A number of them, several former staff members told me, seemed to share this view.
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Peter @stoinov.com · 29/06/2026
This is fine meme but the dog is inside a house under AC and the outside is on fire.
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Peter @stoinov.com · 27/06/2026
А ето и кацащия AUA779 от Виена.
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Peter @stoinov.com · 27/06/2026
Тазвечерната Луна и терминатора ѝ.
Almost fool moon.Zoom on the moon terminator.Zoom on the moon terminator.Zoom on the moon terminator.
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Peter @stoinov.com · 23/06/2026
Мъск с акциите си на SpaceX, иска основно да популяризира космонавтиката. В случая, като ни показва нагледно как изглежда параболичната траектория, която ракетите използват.
A graph showing SpaceX stock price. It went from 160 on the 14th to a peak of just above 200 on 16th and now to 158 on 22th.
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Peter @stoinov.com · 20/06/2026
That is how you end up with a revolution on your hands.
A chart showing significant rise of people of all classes - working, middle and upper - thinking that the political and economic systems are stacked against them.
The 2026 numbers are 86, 72 and 65 percent respectively.
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Peter @stoinov.com · 20/06/2026
А иначе Гьобелс от Южна Африка се оплаква че е наричан нацист:
Elon musk complaining:

The reason they call me a Nazi is to encourage people to murder me
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Peter @stoinov.com · 20/06/2026
Не разбира се. DHS акаунта е само фашистка пропаганда от една година.
DHS X account posting the team photo of the US soccer team with the caption Built the wall.
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Peter @stoinov.com · 20/06/2026
Very “Nazi Olympic Games” vibes…
DHSGov account in X posting an image of the US soccer team on the field with writing:
Defend the homeland
One nation. One homeland. One team.
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Peter @stoinov.com · 19/06/2026
I’d watch that!!!
The famous poster in Mulder office saying I WANT TO BELIEVE, but it has the Moscow refinery blown top as the UFO.  Agents Mulder and Scully reimagined as Russians, wearing adidas tracksuits and smoking cigarettes. 
Mulder saying: Is UFO, Lyudmila.
Scully responds: Shut up Dimitri. Is no UFO.
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Peter @stoinov.com · 11/06/2026
A sign on bookstore reading:

FUCK SOCIAL MEDIA.
MARRY BOOKS.
KILL AI.
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Peter @stoinov.com · 10/06/2026
Trump is once again praising Allah when posting about Iran. Thanks Barack HUSSEIN Obama!
The Fake News Media refuses to report how
EFFECTIVE the U.S. Naval BLOCKADE is, the most successful Blockade in the history of Naval Warfare. NOTHING GETS THROUGH unless we want it to. IT IS A STEEL WALL!
Iran is doing ZERO business, not paying their military, or any of their bills, and quickly becoming a FAILED NATION! Lots of oil is getting out. Praise be to Allah! President
DONALD J. TRUMP
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Peter @stoinov.com · 10/06/2026
When you can’t build a moat around your company, pull the ladder behind you so at least you don’t get followed easily (or cheaply). Especially with pending IPO.
We have also added safeguards related to frontier LLM development. As discussed in Section 6.1 of our February 2026 Risk Report, we are concerned about the risks of accelerating the overall pace of Al development, though we remain uncertain about the severity of these risks. In particular, our concern is with-as we wrote then-"accelerating other Al developers in building powerful Al systems that pose similar risks to the ones ours pose - without necessarily having commensurate safeguards."
In light of the ability of recent models to accelerate their own development, we've implemented new interventions that limit Claude's effectiveness for requests targeting frontier LLM development (for example, on building pretraining pipelines, distributed training infrastructure, or ML accelerator design. Using Claude to develop competing models already violates our Terms of Service, but enforcing this restriction through our safeguards avoids accelerating the actors most willing to violate these terms.
Unlike our interventions for cybersecurity, biology and chemistry, and distillation attempts, these safeguards will not be visible to the user. Fable 5 will not fall back to a different model. Instead, the safeguards will limit effectiveness through methods such as prompt modification, steering vectors, or parameter-efficient fine-tuning (PEFT). These interventions will not affect the vast majority of coding work. We estimate they will impact ~0.03% of traffic, concentrated in fewer than 0.1% of organizations. When these interventions are active, we expect them to have minimal behavioral impact on the model except to limit its effectiveness in developing frontier LLMs. Claude will still respond helpfully to user requests. We'll continue to improve the precision of our detection methods following the launch of this model.
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Peter @stoinov.com · 10/06/2026
When you desperately need to pivot away from the wrong message and you have to manage expectations:
Amazon Web Services Twitter account posting:

More Al-generated code doesn't make your team faster. It might actually slow you down.
The real bottleneck was never writing code. It's releasing it, debugging it, & keeping it running well. So when Honeycombio CTO Charity Majors set a productivity target, she didn't chase 10x.
She chose 2x, & built from there.
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Peter @stoinov.com · 07/06/2026
A comic where one figure asks to have his mind blown. The other after short thinking says:

Towns in videogames are beautiful because they're designed around the player's experience rather than a car
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Peter @stoinov.com · 05/06/2026
cartoon by Jim Benton of parents in bed being woken up by a small robot, the mother says "It's AI again. He wants another thousand glasses of water."
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Peter @stoinov.com · 02/06/2026
Приятелите: хайде да ходим на Backrooms! Аз: вкъщи си имам backrooms. Backrooms вкъщи:
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Peter @stoinov.com · 28/05/2026
“Bread and circuses” was the final grasp for the declining Roman Empire. And here we are, building circus at the South Lawn.
Before and after picture of the White House south lawn, depicting the hole where the east wing was and the stage being built for the UFC fight on the south lawn.
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Peter @stoinov.com · 27/05/2026
Woman standing in the beach with label “me feeling lost after 2019”
She is looking at a huge wave coming over her with label “2026”
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Peter @stoinov.com · 27/05/2026
Sticker on a pole:
You have more in common with every homeless person than with any billiona
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Peter @stoinov.com · 25/05/2026
The commencement speech of the fashion designer Jeremy Scott to Kansas City Art Institute gets quite different reaction from what recent viral speeches got, when talking about AI. As it should.
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Peter @stoinov.com · 20/05/2026
The two buttons meme with removal of the visa requirement for US and no more military planes in Sofia on each of the buttons.
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Peter @stoinov.com · 16/05/2026
Ситуацията днес
Слави Василев преписва от Ивайло Мирчев като мистър Бийн меме
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Peter @stoinov.com · 15/05/2026
HOW IT FEELS TO BE ALIVE LATELY

A cartoon in 4 panels by Sarah Andersen

In the first, women is laying on a blanket outside "Existing"

A man comes by

"That'll be $70."

In the final panel the women looks resigned, slightly sad. But she says "OK."
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Peter @stoinov.com · 15/05/2026
"i should take a walk for my mental health" boring, tired, i don't even really wanna do it tbh
"i need to check the perimeter" i need to check the perimeter
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Peter @stoinov.com · 15/05/2026
Достигам възрастта, в която…
MY ABILITY TO REMEMBER SONG
LYRICS FROM THE 80S FAR EXCEEDS MY ABILITY TO REMEMBER WHY I WALKED INTO THE KITCHEN.
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Peter @stoinov.com · 01/05/2026
A comic showing two women biking in a picturesque town with bike lanes and canals and trees along it.
One of the women says the the other:
"If anyone proposed this in my town I’d kill them.”
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Peter @stoinov.com · 01/05/2026
DO NOT PANIC ORGANIZE
Street art depicting a big fish chasing smaller fish saying DO NOT PANIC underneath.
Then the smaller fish is forming a huge fish and is chasing the big fish saying ORGANIZE underneath.
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Peter @stoinov.com · 25/04/2026
The star track meme of “I don’t like this” but “I do like that” with text for the do not like:
BANNING TEENAGERS FROM USING SOCIAL MEDIA

And text for the liking panel:
BANNING BILLIONAIRES FROM OWNING SOCIAL MEDIA
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Peter @stoinov.com · 17/04/2026
Ето ти една картинка, обрисуваща твоето притеснение.
Cartoon form Dutch newspaper Twouw depicting the tree of life like a literal tree with various species on it, including humans, two workers cutting it at the root, and what looks like a government person selling it to a business man for a profit.
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Peter @stoinov.com · 15/04/2026
On Tender Hooks
Let me cut to the cheese: every time you open your mouth, I'm on tender hooks.
You charge at the English language like a bowl in a china shop.
I wish you'd nip it in the butt.
On the spurt of the moment, another eggcorn tumbles out.
It's time you gave up the goat.
Curve your enthusiasm
and don't give them free range - the chickens will come home to roast.
Sorry to be the flaw
in your ointment. You must think me a damp squid, I suppose -
but they spread like wildflowers in a doggy-dog world,
and your spear of influence grows.
Brian Bilston
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Peter @stoinov.com · 15/04/2026
TIL за зоопарка в Бронкс, който през 1963 слага надпис “най-опасното животно в света” на една от клетките, а вътре поставя… огледало. en.wikipedia.org/wiki/The_Mos...
Picture showing a person looking at a cage. The words: "The most dangerous animal in the world" were printed in red on top of a cage. Behind the bars of the cage, there was a mirror.

The original text under the exhibit read:

You are looking at the most dangerous animal in the world. It alone of all the animals that ever lived can exterminate (and has) entire species of animals. Now it has the power to wipe out all life on earth.
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Peter @stoinov.com · 14/04/2026
На 19 да гласуваме за гората.
A green bag round with a hand drawn axe:
The forest was shrinking but the trees kept voting for the axe.
For the axe was clever, and convinced the trees that because his handle was made of wood, he was one of them.
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Peter @stoinov.com · 12/04/2026
My new AI service will just have input field, letting you ask questions, until you figure out the solution yourself. Will be called RubberDuckDebug.
Sometimes in the process of writing a good enough prompt for ChatGPT, I end up solving my own problem, without even needing to submit it.
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Peter @stoinov.com · 11/04/2026
I like this American pope - not shying away of standing up to the bullies of the world. Speaking up for social justice and left leaning ideas is what religion should really be about.
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