WANT THE TRUTH ABOUT RUSSIA UKRAINE WAR ?
An independent French Journalist Anne Laure Bonnel was reporting on the Donbass in 2015.
No one wanted to listen, if you do, watch this.
The film she made is called DONBASS.
If after watching this you believe Ukraine are the good guys you are either paid, stupid or brainwashed.
Regardless of what you think of Russia.
#UkraineRussiaWar #Donbass #news #newsupdate #newsupdates
Netflix replaced their 15 years old recommendation algorithm with an LLM.
It’s called "GenRec" and it completely changes how recommendation algorithms are built.
For over a decade, the Netflix recommendation engine was a masterclass in feature engineering. Data scientists built thousands of complex, handcrafted features to figure out what you wanted to watch next.
It required bespoke architectures. Massive infrastructure. Constant manual tuning.
Netflix threw all of it away.
They built GenRec, an LLM-backed ranker.
Instead of translating your behavior into complex math, they just turn your watch history and metadata into a natural language sentence.
They feed that raw text into a foundation LLM.
The AI simply reads your behavior like a story, understands your evolving tastes, and scores the entire catalog in a single forward pass.
No manual feature engineering. No complex bespoke architectures.
Here is the part that should terrify traditional data scientists.
This text-based LLM didn't just match the highly tuned production system Netflix spent years perfecting.
It beat it.
And it achieved those statistically significant gains using roughly 40x fewer labeled training examples.
We are watching a massive paradigm shift in real time.
The most complex predictive algorithms in the world are being replaced by models that just know how to read.
If Netflix can replace their core product engine with an LLM, what complex system in your business is about to become obsolete?
According to this disinformation beauty, the Albanian KLA in civillian clothing were doing nothing from Albanian villages.
Kosovo and Metohia (AP 1998)
April 23, 1999. NATO bombed the Serbian state TV building in Belgrade. 16 journalists and technicians dead.
NATO's official statement: "We attacked propaganda."
Today, Western governments call Russia bombing Ukrainian TV a war crime. Press freedom, they say. Protection of journalists.
The same countries that killed our journalists for "spreading propaganda" now fund entire organizations to protect press freedom. They hand out awards. They give speeches at the UN.
The building was in the middle of Belgrade. Civilian area. They knew exactly who was inside. They bombed it anyway.
16 people went to work that night. None of them made it home.
But sure, lecture Russia about targeting media infrastructure.
Just watched a frontier LLM debug a website by literally turning my wifi off and on - but ofc it couldn’t actually turn the wifi back on because its connection was severed
Being a dev today using frontier AI feels like I'm playing Watson to Sherlock Holmes. I just stand back and go "my word holmes how did you deduce that" and occasionally stop him from getting shot
March 27, 1999. Serbia shot down an F-117 Nighthawk. First time a stealth fighter got hit. Everyone assumed stealth meant invisible. Serbian air defense proved otherwise.
May 7, 1999. Six weeks later. NATO bombs the Chinese Embassy in Belgrade. Three Chinese journalists killed. Twenty injured.
Official story: accident. Outdated maps. Wrong coordinates. Honest mistake.
Here's what doesn't add up:
The Chinese Embassy was a massive building in a known location. CIA had the correct address. Multiple intelligence agencies confirmed this after. But somehow five JDAM bombs hit it anyway.
The timing is interesting. Serbia downs the F-117. Wreckage gets recovered. Western intelligence panics because stealth technology just became less secret.
Speculation at the time: China helped Serbia with targeting technology. Or Serbia let China study the F-117 wreckage. Or both.
Either way, the embassy gets hit weeks later. Then they call it a map error.
Clinton apologized. Paid compensation. Called it tragic but unintentional.
But here's the double standard: When Russia hits a building and says it was an accident, Western media calls it a war crime. Intentional targeting. No benefit of doubt.
When NATO bombs a Chinese embassy and kills journalists, it's just a mapping mistake. Move along.
I survived those bombs. I was there when it happened. Nobody in Belgrade believed the accident story then. Still don't.
You don't accidentally hit the one building in the city that belongs to the country who might have helped defeat your invisible aircraft.