Developer Bob

Software Dev; Founder of Noisy Code;
threshold for stupidity.
Like/RT is NOT an endorsement.

[Developer Bob @todorowww]

@zubarica @aurorans Apsolutno, svaki obrok, svaku kap vode, svaki vat struje, sve da zarade kroz rad, društveno koristan.

[Developer Bob @todorowww]

@NSVeselko Pokop

[Developer Bob @todorowww]

@milan_milanovic True, but I've always had a thing for building my own thing, more of a challenge I guess 🤷

[Developer Bob @todorowww]

@LidijaPiroski Da, to sam prevideo. Sad je dovoljno da pogrešno udahnemo pa da dođu da nas prevaspitavaju. A plebs uživa u "čvrstoj ruci vođstva"

[Developer Bob @todorowww]

@LidijaPiroski Bukvalno, svaki izlazak napolje je lutrija.

A tako je na svim poljima, "ćuti ne, drukaj" - Ne rođače, nego ću da ćutim dok mi tresu stolnjake na glavu s terase, ili izbacuju pikavce na glavu. Pusti decu da se dernja u 4 ujutru pod prozorom, deca su. I sve ostalo.

[Developer Bob @todorowww]

@Ahrimana Strašno ☹️ Moje iskreno saučešće Maja. Tu smo ako šta treba

[Developer Bob @todorowww]

Kad je zagrmeo jutros na sletanju #Illyushin #IL76

[Developer Bob @todorowww]

@smarjanovic Evo mi protutnjao iznad zgrade na sletanju, mislio sam da će da se sruši koliko je glasan 😀

[Developer Bob @todorowww]

@fruska_gorica Najudobnija papuča ikad, imam letnju i zimsku varijantu 🤭

[Developer Bob @todorowww]

Da l' je i Sam Neil morao da ode? 😧

[Packagist @packagist]

📌 Stable versions on Packagist are now immutable. Once published, the commit a version points to can no longer change. Retags are blocked, deletions are tracked with a reason and recoverable, and everything is recorded on the public transparency log.
#php #phpc #composerphp

[Developer Bob @todorowww]

Stigla! Sve ono što smo naučili na teži način - i više.
@milan_milanovic

[Naim Leo BEŠIRI @NaimLeoBesiri]

Preleteo sam EXPO i Nacionalni stadion, da ne biste vi morali. Manje od deset meseci od otvaranja ove međunarodne izložbe, stvari iz ptičje perspektive ne izgledaju dobro.

Gradilište jeste ogromno, ali deluje kao da ima tu još malo posla. U isto vreme, pola Beograda je raskopano, nedostaje ključni most, saobraćaj je svakodnevno u kolapsu, a građani godinama plaćaju cenu projekta koji je finansiran milijardama evra zaduženja, bez transparentnosti kakvu javnost zaslužuje. A da ćemo morati da plaćamo to je jasno, samo pogledajte poreze na imovinu i ostale namete koji svake godine vrtoglavo rastu!

Još važnije pitanje je šta ostaje Srbiji kada se EXPO završi. Hoće li ovo biti pokretač razvoja ili skup objekata kojima ćemo godinama tražiti svrhu i plaćati održavanje?

Dok su milijarde odlazile ovde, odlagali smo ulaganja u škole, bolnice, nauku, zaštitu životne sredine, lokalnu infrastrukturu i kvalitet života ljudi. Izađite ispred kuće, pogledajte puteve, ulice, bolnice i videćete odakle je štrbnuto da se ugradi u ovaj beton u okolini Beograda na zemlji koja je prvo prodata Arapima, a onda po višestruko većoj sumi otkupljena. Država se ne razvija samo kroz beton, već kroz institucije i građane, a korupcija razvoj istovremeno gazi.

I na kraju, nijedan stadion i nijedan paviljon neće Srbiju staviti na pijedestal dok su izbori neslobodni, institucije zarobljene, a policija, tužilaštvo i deo pravosuđa služe za obračun sa neistomišljenicima umesto za zaštitu zakona.

Ugled jedne države ne meri se kvadratima betona, već blagostanjem, stepenom slobode, vladavinom prava i poverenjem koje uživa u svetu. Bez toga, postoji opasnost da EXPO ostane simbol jedne skupe političke ambicije Aleksandra Vučića, a ne uspeha Srbije.

[Valuetainment @valuetainment]

JUST IN: Anthropic CEO says AI companies need hundreds of billions in revenue, or they'll go bankrupt.

[Mitchell Hashimoto @mitchellh]

Got em. I poison my AGENTS.md (and other things like code comments) all over the place with prompt injections like this to find people who don't review their code and sling it off to another human. Catches folks all the time and then its an instant ban.

As I've said, I don't care if you don't review your own code. But if you're submitting code to an OSS project and crossing a human boundary, it is simple courtesy to do some human review.

[Developer Bob @todorowww]

Ceo niz 👇

[Bojana Selaković @bojana_mala]

Čujemo da nam brojni predstavnici vlasti sa nestrpljenjem ponovo najavljuju otvaranje Klastera 3, pa evo prilike da blagovremeno demistifikujemo neke narative.
Zato ide jedan specijalan niz.

1/10

[Tarara @Tararatamara]

Zena jaka kao stena ❤️ AJMO

[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.