As a programmer, it gets boring reading endless tech news. 🤔
Sometimes I'm too lazy to keep prompting AI with questions.

Meanwhile, there are millions of research papers filled with scientific evidence—not random assumptions.

The problem? Searching for the right papers manually wastes a lot of energy.

I'd rather spend that energy coding. 🔥

Meet ATLANIZE! 🎉

Simple.

• Sign up (with email or your Google account).
• Tell us what you're interested in. Use any language you want.

Behind the scenes, the system finds the most relevant research papers based on meaning, not just matching keywords.

That's possible thanks to embeddings. 🚀

Once your interests are saved, you'll receive 2 recommended papers (processing takes about 10 minutes).

After that, every 2 days, you'll get 2 new papers.

Here's what makes it different...

I use embedding-based cosine similarity.

Paper recommendations aren't matched only by titles or abstracts—they're matched at the semantic level, based on the actual meaning of the content.

The entire paper is converted into vectors.

Yes... the full paper.

Your interests are also vectorized, and both are compared using BGE-M3, a multilingual embedding model.

The result?

Even if you describe your interests in Arabic, English, etc, you'll still receive highly relevant papers from any language.

The challenge. 💯

You'll receive 2 papers:

• One aligns closely with your interests.
• The other intentionally presents an opposing perspective.

Read both papers completely.

Then write an essay explaining:

>What are the key ideas from both papers, and how can two seemingly opposite perspectives actually complement and strengthen each other?

It's meant to push your brain to think.

Instant AI answers are convenient, but relying on them too much can weaken memory, reduce attention span, and contribute to "brain rot." 👀

Submit your essay.

Wait about 30 minutes while it's being evaluated.

Boom.

You'll receive a score showing how well you understood, remembered, and synthesized the ideas.

Maybe your first score is only 1 (pretty bad 😅).

Two days later, you'll get two new papers.

Write another essay.

Get another score.

Hopefully, it improves.

Maybe from 1.0000 to 1.0001.

Tiny progress is still progress.

Over time, your brain starts recovering from constant information overload.

Instead of consuming endless assumptions and short-form content, you're training it to process real knowledge—slowly, deeply, and deliberately.

At the end of the day, it's your choice.

Whether you want to challenge your brain and grow...

Or stay inside the comfort zone of instant dopamine from endless short-form content.

Nothing wrong with entertainment—everything is fine in moderation.

The demo...

https://reddit.com/link/1v5z3tc/video/0n8mrwl09bfh1/player

can you finish the challenge read and write essay for 8 papers per-month? 🤔

sebagai programer kadang boring juga baca berita teknologi yang ngak ada habisnya 🤔 , kadang juga males prompting tanya AI, ada jutaan paper berisi fakta hasil riset ilmuwan, bukan asumsi kosong., masalahnya terus-terusan nyari manual buang energi, mending energinya buat ngoding 🔥

jadilah ATLANIZE! 🎉

sederhana saja...

1. daftar (bisa email atau google account)
2. isi ketertarikan di bidang apa, bebas mau pakai bahasa apa yang ada di muka bumi
3. di background sistem mereferensikan paper sesuai konteks, mana konteks paling cocok dengan minat - bukan sekedar kecocokan "kata" tapi sampai di level "makna kalimat"! ini bisa berkat embedding 🚀
4. simpan minat, 2 paper pertama akan di referensikan (perlu nunggu sekitar 10 menit)
5. selanjutnya per-2 hari sekali bakalan di referensikan 2 papers!

ini yang beda...

saya menggunakan teknologi embedding untuk cosine similarity.., jadi kecocokan paper bukan cuma by title, atau abstraknya saja.. tapi benar-benar sampai ke level makna kalimat!!

isi paper full dijadikan vektor database, iya,, full isi! ini dicocokkan dengan minat yang juga di vektorkan., bukan model kecil.. tapi BGE-M3 multi-bahasa.., hasilnya. meskipun isi minat pakai bahasa Indonesia.. referensi paper tetap cocok untuk semua paper lintas bahasa.,

tantangan!! ini yang menyala... 💯

1. 2 papers ini,, 1 sesuai minat, nah 1 nya lagi bertolak belakang dengan minat
2. baca 2 paper nya... full ya
3. tulis essay apa sih point penting dari kedua paper yang berbeda tapi bisa saling support (saling melengkapi) - menantang otak berpikir keras! soalnya dapat jawaban instan dari AI bikin daya ingat menurun, brainrot, attention span menurun.. 👀
4. kirim essay,, tunggu sekitar 30 menit karena perlu diproses... boom! penilaian essay tersedia., kita bisa tahu sampai di level mana pemahaman, sampai dimana level ingatan..
5. okelah,, pertama kali coba skornya 1 (jelek banget)., 2 hari berikutnya lakukan lagi dengan 2 paper berbeda.., tulis essay lagi., dapat skor lagi.. harapannya ningkat dong.. skor pertama 1,, skor kedua harusnya bisa naik 0.0000 sekian %.,
6. lama-lama,, racun di otak hilang.. otak berfungsi sebagai mestinya,, memproses informasi dengan pelan tapi pasti.. bukan informasi asumsi liar.,

tapi... balik lagi ke masing-masing.. mau ngak maksa otak keluar dari zona nyaman biar hidup makin bermakna., bukan reward pakai dopamin instan konten-konten pendek (ya sah-saha saja, asal sesuai porsi).,

the demoo...

mahal ya.. 4.99 dolar per-bulan dapat 8 papers

baca 8 papers per-bulann? kalau lunas jago banger berarti 🤔