Khaled Al-Shamaa retweeted
Build reliable agents for long-running tasks.
Loop Engineering with @LangChain Deep Agents: add loops that check output, trigger runs on events, and improve the harness from traces across runs. Taught by @sydneyrunkle and @EAGar123.
Enroll for free: bit.ly/4kfDJxR
Replying to @QwenDevs
Check out his work:
Write-up: divagr.com/blog/qwenputer
HF: huggingface.co/divagr1925/Qw…
Live demo: modelscope.ai/studios/Sparta…
Khaled Al-Shamaa retweeted
🚨 MAJOR MOBILE FEATURE 🚨
You can now record up to 1 hour of live audio directly in the mobile app. Capture lectures, team meetings, or your latest mad scientist rants and instantly use them as sources.
Pro tip: Combine your live audio recordings with photos of your handwritten notes to create the ultimate personalized workspace
This may be the 1st wave of AI impact on our existing systems at scale. Vulnerabilities can be found faster than systems can be patched and hardened. Whether that leads to stronger security in the long run or serious disruption along the way, I am not sure 😩
Giving AI a seat at the peer review table nature.com/articles/s41587-0…
Khaled Al-Shamaa retweeted
The Palestinian people continue to endure immense suffering.
Israeli restrictions on humanitarian assistance must be lifted.
The obstacles to implementation of the Comprehensive Plan to End the Gaza Conflict endorsed by the Security Council must be removed.
Civilians must be protected.
And international law must be respected.
The two-State solution remains the only viable path: Israel & Palestine living side-by-side in peace & security.
Khaled Al-Shamaa retweeted
I’m deeply alarmed by Israeli actions in the occupied West Bank.
Settlements are expanding, evictions are unrelenting with Palestinians driven from their lands, settler violence is surging, Palestinian families are being assaulted.
We are seeing an increasingly coercive environment, with the spectre of ethnic cleansing looming ever larger.
This must end.
There can be no durable peace in the Middle East without the realization of the legitimate rights of the Palestinian people to self-determination.
Khaled Al-Shamaa retweeted
I left Washington just after Trump moved the U.S. embassy from Tel Aviv to Jerusalem. When I arrived in the U.K., the debate was whether Britain should follow. Today, Britain has recognised the State of Palestine and imposed sanctions on Israel. If change is possible in the U.K., it is possible in the U.S., and it's happening.
Khaled Al-Shamaa retweeted
كمان ساعة ان شاء الله
اتعملك Hack ولا لسه؟
في حلقة جديدة من بودكاست الويك اند بنتكلم عن الـ Security، والـ Hacks والـ Critical Vulnerabilities اللي بنسمع عنها كل شوية، حتى في أكبر الشركات.
ليه المشاكل دي بتحصل؟ وهل إحنا كـ Software Engineers بنستهين بالـ Security؟ وإيه اللي المفروض نغيره في طريقة بناء الـ Software عشان نقلل المشاكل دي؟
#StoriesOf2025
A story from 2025 that holds a special place in our hearts. ❤️
Syria is where ICARDA’s story began. After years of conflict took a heavy toll on agriculture, a new chapter is taking shape focused on restoring local agricultural systems and building resilience. 🌱
Explore how ICARDA is working with the Syrian Ministry of Agriculture to support this new chapter.
Read our 2025 Annual Report: annual-report.icarda.org/202…
Khaled Al-Shamaa retweeted
حتى لو مش هتبني نموذج معرفة الكلام ده مهم و ان شاء الله يكون بداية خير، مجهود اكثر من رائع 👏👏👏
نكمل رحلتنا مع مشروع (الجبرتي)
المشروع التعليمي الوحيد باللغة العربية
اللي هدفه يساعد الناس أن تتمكن من صنع نماذج لغوية, بنفس الطريقة التي تحدث في أكبر المختبرات العالمية
كيف تطور نموذج لغوي, من الصفر بإستخدام PyTorch
حلقتنا الجديدة مع Embeddings
youtu.be/LoiwWHreksA
..
We believe voice is the most natural way to interact with intelligence, so we created Dessa, the most authentic full-duplex speech model ever built. Talking with it feels like talking with a person…full of emotion, nuance, pauses, and a natural cadence.
block.xyz/dessa
Khaled Al-Shamaa retweeted
Khaled Al-Shamaa retweeted
Cancelling a subscription shouldn't be this hard. If you can sign up with a click, you must be able to cancel with one.
Head to nyc.gov/click-to-cancel to file a complaint against any business that makes it hard to cancel a subscription.
Khaled Al-Shamaa retweeted
تصريح د. نزار حداد، المدير العام على هامش توقيع #الصندوق_الكويتي للتنمية اتفاقية منحة مع المركز الدولي للبحوث الزراعية في المناطق الجافة «إيكاردا»، للإسهام في تمويل مشروع تطوير ونشر الأصناف الزراعية المحسّنة وراثياً باستخدام الحلول الذكية. يهدف المشروع إلى تحديث وتسريع برامج التحسين الوراثي للمحاصيل الزراعية، من خلال تطوير أصناف محسّنة قادرة على التكيّف مع التغيرات المناخية والظروف البيئية في المناطق الجافة وشبه الجافة بالدول العربية.
A statement by Dr. Nizar Haddad, Director-General of (ICARDA) on the sidelines of the grant agreement signing between#KuwaitFund for Development and the International Center for Agricultural Research in the Dry Areas (@ICARDA ) to contribute to the financing of a smart solutions-based project for developing and disseminating genetically improved agricultural varieties. It aims to update and accelerate genetically improved agricultural crops programs through developing modified varieties capable of adapting to climate change and environmental conditions of dry and semi-dry regions in Arab states.
A major milestone for climate-resilient agriculture across the Arab region!
ICARDA and @KuwaitFund have signed the Regional Breeding Modernization Project (BredMod 2.0), implemented with the Kuwait Institute for Scientific Research (KISR).
Together, we aim to modernize crop breeding, accelerate the development of climate-resilient varieties, and strengthen food security across the Arab region.
Read more: icarda.org/media/news/kfaed-…
OpenAI models helped researchers—operating as part of our Patch the Planet initiative—discover critical security flaws in PHP, an open-source programming language used to run an estimated 70% of websites.
Over the past two months, we led a coalition of maintainers, researchers, and security providers to prepare fixes and protections ahead of disclosure. This duration was necessary because the fix was quite intricate and required a major change to the PHP engine. Every site using PHP can now safely upgrade their version to stay secure, in addition to applying mitigations from various security vendors.
Due to the severity of these flaws and PHP’s widespread use, we consider this bug to be one of the most impactful vulnerabilities in recent memory. It also marks a new phase, where AI can find security bugs with internet-scale impact.
This is an example of the Defender’s Window in action: to our knowledge, frontier AI was able to find this vulnerability ahead of attackers, giving defenders time to prepare.
openai.com/index/coordinated…
Readers added context they thought people might want to know
OpenAI may claim a role in the coordinated response and patching process. But the initial discovery and exploit development, however, occurred several months earlier by an independent researcher.
x.com/lcfr_hax/statu…
The minimal action if you don't want to take your system offline 🫣
Cloudflare has deployed default web application firewall (WAF) protections for newly disclosed PHP vulnerabilities before public disclosure. The rules use request and response signals to stop exploit attempts and prevent exposed data from reaching attackers. cfl.re/488w8dc
IF AN IMMEDIATE UPDATE IS NOT FEASIBLE, IT IS RECOMMEND THAT ORGANIZATIONS TAKE THE SYSTEM OFFLINE UNTIL IT CAN BE FULLY MITIGATED. 🤯 💣
Effective Immediately, all organizations using PHP for their systems are advised to be prepared for an update addressing two critical vulnerabilities. PHP is widely used for web applications. These vulnerabilities often provide a direct path to the server's file system or database. If an immediate update is not feasible, it is recommend that organizations take the system offline until it can be fully mitigated. NSA will follow up shortly with more specific guidance.

























