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[Pelabur Bijak 🇲🇾 🇵🇸 @Pelabur_Bijak]

AI wars is here.

Orang Amerika je boleh guna latest AI models yang lain tak boleh 😮‍💨

Tapi Data Centre benda ni letak kat negara orang yang dia banned tu 😂

Sedut resources negara lain untuk majukan negara dia dulu sahaja.

Parasite behaviour.

[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.

[Ikhwan @JatIkhwan]

Magnesium and Zinc, lelaki tolong ambik.

[Roman Akramovich @SyedAkramin]

Waris-waris arwah Jamaluddin Jarjis berebut harta sebanyak RM2.1 billion. Kita pun tak tahu dia ada harta sebanyak itu.

Tapi nama arwah tak pernah tersenarai di dalam senarai Bilionair. Tak juga di dalam senarai top 100.

[Adam Analysis @adamemedia1]

How come conservatives hold every Muslim responsible for 9/11 (which they didn’t do) but say no Jew is responsible for the actions of Israel?

[Enzo @Cukifdesu]

Banyak para suami share kes yang serupa, even ada yang masih tanggung semua walaupun tak bekerja.

Saya teringat kisah ibu kita ‘A’isha R.A dia cerita kepada anak buahnya ‘Urwah Ibn Zubair, kata ‘A’isha R.A bahawa kesemua rumah-rumah isteri Nabi ﷺ pernah tidak berasap (tidak memasak) selama 2 bulan !

Kemudian ‘Urwah tanya kepada ‘A’isha R.A apa yang beliau dan isteri-isteri Nabi ﷺ yang lain makan? Jawabnya tamar dan air selama 2 bulan.

Jika kita tanya balik para-para isteri adakah mereka ingin bernikah dengan Nabi ﷺ, mereka akan kata mahu, tapi adakah mereka mampu sabar?

[ChiefHerbalist @HerbalistChief]

In 2022 i shared this knowledge here on X.

My account was reported and censored, medical doctors heavily insulted me and called me so many names.

Yet recent studies have vindicated me. Knowledge is indeed a burden.

[Alex Veremeyenko @alex_verem]

Let me trace the timeline here because nobody's connecting it.

Step 1: Scrape the entire internet. Every book, every article, every conversation, every piece of art, every forum post. Do it without asking. Do it without paying.

Step 2: Train a model on all of it. Call it "artificial intelligence."

Step 3: Go to BlackRock's Infrastructure Summit and announce: "We see a future where intelligence is a utility, like electricity or water, and people buy it from us on a meter."

Step 3 is where you sell people's own knowledge back to them. On a meter.

They took the collective output of human thought, compressed it into a model, and now they want to charge you by the token to access a version of what you and everyone you know already created.

One Reddit user put it perfectly: "They stole all this data from us, the people, our life's work, creativity, art, by devouring the internet and blowing through all copyright laws. Now they want to sell it back to us in the form of a utility."

Imagine if someone photocopied every book in the public library, burned the library down, and then opened a subscription service for the copies.

That's the metered intelligence business model.

And they're pitching it to infrastructure investors as though they invented water.

[olive oil @quirkdup]

lot of cures dropping lately

[Lofi Ramli @smokefassad]

cina pun takmau ladang babi moden dalam kawasan mereka. talk about irony. they know why the malays reject the ladang babi moden dalam area mereka tapi now cina bukan nak ladang babi moden, tapi nak show superiority. thats what it is all about. pusing kut mana pun, aku nampak.

[Hassan Mutalib | BAN DATA CENTERS | @wan_gusta]

" Can learn English and Chinese "

Doesn't even bother mentioning Malay. But when people study in Japan you expect them to learn Japanese. Fucking Japs

[Endie @The_Endie]

Yang menafikan hak budak budak cina ni ialah UEC sendiri. UEC dicipta sebab nak menafikan sistem pendidikan negara. Tak mahu terlibat dari kecil sampai besar. Tak nak ambil SPM. Tetiba nak masuk sistem universiti awam. Nama exam pun - 华文独���中学统一考试. Masuk la uni di China.

[Chanresists🎒 @Chanresists]

imagine getting nuked twice by the worst enemy of islam and still thinking islam is your enemy

[FreeMalaysian @FreeMsian]

Anwar Ibrahim didn't listen to all these smarty pants ke despite being paid as advisors? Why did not the government sound alarm bells months ago? Why are they not sounding alarm bells even at this late stage? Why WFH still seem to be so hard to call?

[cik petai 🍉 @AsyikinMusa]

Kepada suami beliau, cari lah isteri baru. Serius. Tak perlu hidup dengan manusia yang tak ada common sense. I cakap ni as a wife, as a woman, as someone yang dah lama kerja dan jumpa macam macam perangai manusia. So, leave while you still can.

Hari ni dinner lebih penting dari ziarah orang meninggal. Atuk suami sendiri pulak tu. Bayangkan level pemikiran macam mana. Esok lusa bila ada masalah besar dalam hidup, jangan terkejut kalau empathy pun tak wujud.

Nenek aku meninggal dulu, laki aku yang paling sibuk plan itu ini nak balik. Dari Penang terus shoot balik Kelantan. Esoknya patah balik semula sebab kerja. Takde pun berkira penat, masa, duit minyak semua. Sebab itu keluarga. Sebab itu hormat. Sebab itu common sense.

Kematian ni bukan benda boleh book slot ikut keselesaan hidup kita. Kalau boleh rancang waktu mati, ramai orang bahagia.

[Today Years Old @todayyearsold]

Apple developer here. Green means the FBI can see you. Orange means they can hear you

[Dr. Biohacker @Dr_Biohacker]

Hair on your toes: a sign about your cardiovascular health.

It may seem like an insignificant detail, but clinically it reveals crucial information about how your body is functioning inside.

If you don't have hair on your feet, this is what your body is warning yo

[yash @imvyashh]

One of the best techniques that can cure brainrot

[S. @sarramonez]

Chemicals yang paling common ada dalam cosmetics or personal care is phthalates. Dia guna as solvents, stabilizers and plasticizers. Nama lain dia diethyl/butyl/methyl phthalates (DEP/DBP/DMP). Hidden term lain dia “fragrance” or “Parfum”. If jumpa in ingredients, please avoid.

[Carnivore Aurelius ©🥩 ☀���🦙 @AlpacaAurelius]

you need to be delusionally optimistic

negative thinking poisons your brain and leads to congitive decline

whereas positive thinking, and gaslighting yourself into thinking everything is amazing, ACTUALLY makes your life amazing too.

you must be a silly goose