

Ha
284 posts





رأي الشخصي البسيط، القطاع الخاص بكيفهم يوظفون اللي يبغونه. القطاع الحكومي توطين وشكرا بس نحتاج a good private sector الاسعار بتقل على الناس والجودة تزيد

If Saudi Arabia joins the Abraham accords, all other Muslim countries will follow. Despite all the cope on the internet, Saudi is indeed the leader of Muslim nations. They pray at the direction of Kaaba after all.

China is imposing restrictions on top AI talent involved in advanced work and considered strategically important to the country, sources say bloomberg.com/news/articles/…



for startup founders with chinese (or hong kong) nationality who want to build in the US, this recent wave of news feels increasingly concerning. - bloomberg reports china is increasing restrictions on overseas travel for some top ai talent, and cases like manus suggest stronger control over founders and acquisitions. - in the case of manus, the government allegedly blocked a potential acquisition deal by meta, called the founder back, and then restricted their ability to travel abroad afterwards. - at the same time, the US is reportedly tightening parts of the green card process, with more cases potentially requiring applicants to return to their home country for consular processing. taken together, i wouldn’t be surprised if investors start getting worried about what happens when founders have to go back to their home country for visa/green card.

The reason the Chinese Century (or half-century) will be so much lamer than the American Century is that 20th century America believed in the rest of the world, while 21st century China believes that it IS the world.



China is restricting overseas travel for top AI professionals in private firms such as Alibaba and DeepSeek, suggesting an escalation in measures intended to safeguard its technology and catch up to the US in a pivotal sphere. Government agencies have begun imposing restrictions on individuals involved in advanced AI work and considered strategically important to the country, people familiar with the matter said. bloom.bg/4uy8OPC 📷: Qilai Shen/Bloomberg

They're doing this because there's a risk of their AI researchers being kidnapped or even assassinated overseas.

Introducing 𝑨𝒕𝒕𝒆𝒏𝒕𝒊𝒐𝒏 𝑹𝒆𝒔𝒊𝒅𝒖𝒂𝒍𝒔: Rethinking depth-wise aggregation. Residual connections have long relied on fixed, uniform accumulation. Inspired by the duality of time and depth, we introduce Attention Residuals, replacing standard depth-wise recurrence with learned, input-dependent attention over preceding layers. 🔹 Enables networks to selectively retrieve past representations, naturally mitigating dilution and hidden-state growth. 🔹 Introduces Block AttnRes, partitioning layers into compressed blocks to make cross-layer attention practical at scale. 🔹 Serves as an efficient drop-in replacement, demonstrating a 1.25x compute advantage with negligible (<2%) inference latency overhead. 🔹 Validated on the Kimi Linear architecture (48B total, 3B activated parameters), delivering consistent downstream performance gains. 🔗Full report: github.com/MoonshotAI/Att…

CHINA IS RESTRICTING OVERSEAS TRAVEL FOR TOP AI PROFESSIONALS IN PRIVATE FIRMS SUCH AS ALIBABA GROUP HOLDING AND DEEPSEEK

Uber COO Andrew Macdonald said he's not seeing proportional productivity gains from increasing AI costs. bit.ly/4e3w4PC

جنسن هوانغ يكشف أحد أسرار سرعة NVIDIA في التنفيذ: “لا أحب أن أدخل في مشكلة ويقول لي أحدهم: يستغرق هذا العمل اليوم 74 يومًا، ويمكننا تقليصه إلى 72 يومًا. أفضل أن أعود إلى نقطة الصفر وأسأل: لماذا يستغرق 74 يومًا أصلًا؟ وفي كثير من الأحيان ستتفاجأ. قد تكتشف أنه يمكن إنجازه في 6 أيام فقط.” هذه هي الفجوة بين تحسين العملية والتشكيك في القيود التي بُنيت عليها العملية من الأساس. وبعد بناء شركات تجاوزت قيمتها 300 مليون دولار، لاحظتُ نمطًا يتكرر دائمًا: أفضل القادة والمشغلين لا يسألون كيف نجعل النظام الحالي أفضل، بل يسألون أولًا: هل يجب أن يوجد هذا النظام بهذه الصورة أصلًا؟