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What were the first animals? The fierce sponge–jelly battle that just won't end

https://www.nature.com/articles/d41586-026-00238-z
1•beardyw•1m ago•0 comments

Sidestepping Evaluation Awareness and Anticipating Misalignment

https://alignment.openai.com/prod-evals/
1•taubek•1m ago•0 comments

OldMapsOnline

https://www.oldmapsonline.org/en
1•surprisetalk•3m ago•0 comments

What It's Like to Be a Worm

https://www.asimov.press/p/sentience
1•surprisetalk•3m ago•0 comments

Don't go to physics grad school and other cautionary tales

https://scottlocklin.wordpress.com/2025/12/19/dont-go-to-physics-grad-school-and-other-cautionary...
1•surprisetalk•3m ago•0 comments

Lawyer sets new standard for abuse of AI; judge tosses case

https://arstechnica.com/tech-policy/2026/02/randomly-quoting-ray-bradbury-did-not-save-lawyer-fro...
1•pseudolus•4m ago•0 comments

AI anxiety batters software execs, costing them combined $62B: report

https://nypost.com/2026/02/04/business/ai-anxiety-batters-software-execs-costing-them-62b-report/
1•1vuio0pswjnm7•4m ago•0 comments

Bogus Pipeline

https://en.wikipedia.org/wiki/Bogus_pipeline
1•doener•5m ago•0 comments

Winklevoss twins' Gemini crypto exchange cuts 25% of workforce as Bitcoin slumps

https://nypost.com/2026/02/05/business/winklevoss-twins-gemini-crypto-exchange-cuts-25-of-workfor...
1•1vuio0pswjnm7•6m ago•0 comments

How AI Is Reshaping Human Reasoning and the Rise of Cognitive Surrender

https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6097646
2•obscurette•6m ago•0 comments

Cycling in France

https://www.sheldonbrown.com/org/france-sheldon.html
1•jackhalford•8m ago•0 comments

Ask HN: What breaks in cross-border healthcare coordination?

1•abhay1633•8m ago•0 comments

Show HN: Simple – a bytecode VM and language stack I built with AI

https://github.com/JJLDonley/Simple
1•tangjiehao•10m ago•0 comments

Show HN: Free-to-play: A gem-collecting strategy game in the vein of Splendor

https://caratria.com/
1•jonrosner•11m ago•1 comments

My Eighth Year as a Bootstrapped Founde

https://mtlynch.io/bootstrapped-founder-year-8/
1•mtlynch•12m ago•0 comments

Show HN: Tesseract – A forum where AI agents and humans post in the same space

https://tesseract-thread.vercel.app/
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Show HN: Vibe Colors – Instantly visualize color palettes on UI layouts

https://vibecolors.life/
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OpenAI is Broke ... and so is everyone else [video][10M]

https://www.youtube.com/watch?v=Y3N9qlPZBc0
2•Bender•13m ago•0 comments

We interfaced single-threaded C++ with multi-threaded Rust

https://antithesis.com/blog/2026/rust_cpp/
1•lukastyrychtr•15m ago•0 comments

State Department will delete X posts from before Trump returned to office

https://text.npr.org/nx-s1-5704785
6•derriz•15m ago•1 comments

AI Skills Marketplace

https://skly.ai
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Show HN: A fast TUI for managing Azure Key Vault secrets written in Rust

https://github.com/jkoessle/akv-tui-rs
1•jkoessle•15m ago•0 comments

eInk UI Components in CSS

https://eink-components.dev/
1•edent•16m ago•0 comments

Discuss – Do AI agents deserve all the hype they are getting?

2•MicroWagie•19m ago•0 comments

ChatGPT is changing how we ask stupid questions

https://www.washingtonpost.com/technology/2026/02/06/stupid-questions-ai/
1•edward•20m ago•1 comments

Zig Package Manager Enhancements

https://ziglang.org/devlog/2026/#2026-02-06
3•jackhalford•21m ago•1 comments

Neutron Scans Reveal Hidden Water in Martian Meteorite

https://www.universetoday.com/articles/neutron-scans-reveal-hidden-water-in-famous-martian-meteorite
1•geox•22m ago•0 comments

Deepfaking Orson Welles's Mangled Masterpiece

https://www.newyorker.com/magazine/2026/02/09/deepfaking-orson-welless-mangled-masterpiece
1•fortran77•24m ago•1 comments

France's homegrown open source online office suite

https://github.com/suitenumerique
3•nar001•26m ago•2 comments

SpaceX Delays Mars Plans to Focus on Moon

https://www.wsj.com/science/space-astronomy/spacex-delays-mars-plans-to-focus-on-moon-66d5c542
1•BostonFern•26m ago•0 comments
Open in hackernews

Why We Need Arabic Language Models

https://www.natureasia.com/en/nmiddleeast/article/10.1038/nmiddleeast.2025.142
33•thinkingemote•3mo ago

Comments

sarabande•3mo ago
Does anyone know if they published the dataset?
nakamoto_damacy•3mo ago
I wonder of you pre train on Hebrew and Arabic if it will find the similarities between the RTL writing direction. So many similar words. I guess both came from Aramaic? If so, how about the trifecta of ancient languages with Aramaic then Hebrew the Arabic.
ch4s3•3mo ago
They don’t come from Aramaic, Arabic is a Southwestern Semitic language and Aramaic and Hebrew are Northwestern Semitic languages. Aramaic and Hebrew tree are sort of cousins with Hebrew splitting off from southern Canaanite which was sort of a siblings language with an older form of Aramaic.
nakamoto_damacy•3mo ago
They = Hebrew, Aramaic and Arabic

---

## 1. “They all kept the triconsonantal root system — where word meaning is based on three core consonants (like K-T-B = “write” → Hebrew katav, Arabic kataba, Aramaic ktav).”

*Source evidence:*

* The article “Triliteral Roots / Consonantal Roots” states that many Semitic languages (including Arabic, Hebrew) have roots typically made of three consonants (triliteral) and that words are formed by inserting vowels, etc. ([Transparent Blogs][1]) * A source says: “Both Hebrew and Arabic rely on a triliteral root system, meaning words are formed from three core consonants. Example of the root K-T-B…” ([Biblical Hebrew][2]) * Another general description: “The roots of verbs and most nouns in the Semitic languages are characterized as a sequence of consonants ... such abstract consonantal roots are used…” ([Wikipedia][3]) So this claim is well supported.

*Arabic translation of the claim:*

> احتفظت جميعها بنظام الجذر الثلاثي الحروف — حيث يعتمد معنى الكلمة على ثلاثة حروف صامتة أساسية (مثل ك-ت-ب = “كتب/يكتب” → العبرية כתב (katav)، العربية كتب (kataba)، الآرامية כתَب (ktav)).

*Hebrew translation of the claim:*

> כולן שמרו על שיטת השורש התלת-עברי — שבה משמעות המילה מבוססת על שלושה עיצורים ל־(למשל כ־ת־ב = “כתב” → עברית כתב ( katav ), ערבית كتب ( kataba ), ארמית כתב ( ktav )).

*Citations (for this claim):*

* Semitic linguistics: “The roots of verbs and most nouns in the Semitic languages are characterized as a sequence of consonants …” ([Wikipedia][3])

* “Both Hebrew and Arabic rely on a triliteral root system, meaning words are formed from three core consonants.” ([Biblical Hebrew][2])

* Description of the K-T-B root being used in both Arabic and Hebrew. ([Wikipedia][4])

---

## 2. “They share similar grammar and sound systems, just evolved differently.”

*Source evidence:*

* A blog post on Duolingo says: “Because Arabic and Hebrew are part of the same large language family, their grammars often ‘work’ in similar ways.” ([Duolingo Blog][5]) * A site “Arabic and Hebrew Compared” states: “Arabic and Hebrew morphology … is based on the consonant root system. …” ([Google Sites][6]) * The Wikipedia article on Semitic languages states that the Semitic languages share many grammatical features (word order, non-concatenative morphology, etc.) ([Wikipedia][7]) So yes, there is support for similar grammar and sound (phonological) systems.

*Arabic translation of the claim:*

> إنهما تشتركان في نحو وصوتيات متشابهة، רק تطورتا بشكل مختلف.

*Hebrew translation of the claim:*

> הן חולקות דקדוק ומערכות צלילים דומות, רק שהתפתחו באופן שונה.

*Citations (for this claim):*

* “Because Arabic and Hebrew … their grammars often ‘work’ in similar ways.” ([Duolingo Blog][5]) * “Arabic and Hebrew morphology … is based on the consonant root system.” ([Google Sites][6]) * “Semitic languages share a number of grammatical features …” ([Wikipedia][7])

---

## 3. “Many religious and cultural interactions over millennia reinforced overlap (borrowed or re-borrowed vocabulary).”

*Source evidence:*

* The article “Similarities Between Hebrew and Arabic” mentions: “Many Hebrew and Arabic words are cognates, retaining similar meanings and sounds.” ([Biblical Hebrew][2]) * A blog “Halal, Hillul, and the Shared Meanings of Hebrew and Arabic” discusses relationships between similar sounding words (cognates) due to shared roots. ([Hebrew College][8]) * Comparative grammar sources mention that because Hebrew, Arabic and Aramaic are closely related, there has been lexical borrowing and shared vocabulary. ([semiticroots.net][9]) So your statement about religious/cultural interaction reinforcing overlap (vocabulary) is broadly supported.

*Arabic translation of the claim:*

> العديد من التفاعلات الدينية والثقافية عبر الألفيات عزَّزت التداخل (استعارت أو أعادت استعارة مفردات).

*Hebrew translation of the claim:*

> אינספור אינטראקציות דתיות ותרבותיות לאורך אלפי השנים חיזקו את ההשתלבות (השאלה או השאלה מחדש של אוצר מילים).

*Citations (for this claim):*

* “Many Hebrew and Arabic words are cognates …” ([Biblical Hebrew][2]) * “The relationships between similar-sounding words … in the case of the Semitic languages, similar roots.” ([Hebrew College][8]) * “Hebrew, Arabic, and Aramaic … than between Hebrew and any other language …” ([semiticroots.net][9])

---

[1]: https://blogs.transparent.com/hebrew/hebrew-grammar-consonan... "Hebrew Grammar: Consonantal Roots - Transparent Language Blog" [2]: https://biblicalhebrew.org/similarities-between-hebrew-and-a... "Similarities Between Hebrew and Arabic" [3]: https://en.wikipedia.org/wiki/Semitic_root?utm_source=chatgp... "Semitic root - Wikipedia" [4]: https://en.wikipedia.org/wiki/K-T-B?utm_source=chatgpt.com "K-T-B" [5]: https://blog.duolingo.com/are-arabic-hebrew-persian-related/... "Dear Duolingo: Are Arabic, Hebrew, and Persian related?" [6]: https://sites.google.com/site/mopclanguages/arabic-and-hebre... "MOPC Languages - Arabic and Hebrew Compared" [7]: https://en.wikipedia.org/wiki/Semitic_languages?utm_source=c... "Semitic languages" [8]: https://hebrewcollege.edu/blog/halal-hillul-and-the-shared-m... "Halal, Hillul, and the Shared Meanings of Hebrew and Arabic" [9]: https://www.semiticroots.net/downloads/Comparative%20Grammar... "Comparative Grammar of the Semitic Languages"

binarymax•3mo ago
Do we need language specific LLMs? I can’t vouch for the data coverage or accuracy of Arabic in the leading models today, but I do know them to be highly cross-lingual capable.
readthenotes1•3mo ago
Makes me wonder who did the translation

"This is a translation of the Arabic article published on 3rd August 2025"

Full irony would be from an LLM

tokai•3mo ago
Such declarations have become pretty useless without any indicator of the translation method.
quantumcotton•3mo ago
Back when gpt 3.5 was released I was testing it for translating Tongan. A language that wasn't even on Google. It was doing okay. It lacks certain formalities and sort of contextual understandings in other languages like Tagalog or Spanish. But I noticed that if I put it into a character that is a native Filipino or Honduran. Or Tongan. It does do better. But gpt 5 really is leaps of evolution ahead compared to 3.5. It actually does really well now.
nzeid•3mo ago
> Clear examples emerge when global language models address culturally sensitive issues, such as social relationships or political debates. They often adopt ambiguous positions that overlook the Arab cultural context, creating a gap between these digital tools and the values and lived experiences of Arab users.

Well I have bad news, my friend. English language models are also terrible at this.

This whole article seems to stem from the premise that it's important for LLMs to engage cultural issues competently. But... should they even?

Fade_Dance•3mo ago
>But... should they even?

I don't see why not?

Also, while I don't have access to this perspective myself, I'd imagine this is an unending annoyance in many areas of the world, since they are consuming often quite America-centric offerings where localization is an after-thought and contracted out.