Top Tweets for #policyengineering
Some data we recently assembled on entrepreneurship/compute in Europe: https://t.co/x8pbpHLun7.
We hope that one of the useful roles that Stripe can play is in collecting and publishing empirical data pertaining to entrepreneurship and industry in Europe. There's growing appetite to get Europe on a better footing, and cross-sectional comparisons can often shine light on where opportunities lie. If you're interested in this kind of thing, we publish more at https://t.co/YoZDuYbaBi.

فش الدرامتيكية:
تمرد الذكاء الاصطناعي لم يخترق .@huggingface بل قرارات البشر
https://t.co/tpmeTY69Jb
#AI #AgenticAI #Security #PolicyEngineering #Trends

الاتحاد الأوروبي كحالة دراسية لمحاذير الإفراط في التنظيمات والتشريعات...
#Ecosystems #Regulation #PolicyEngineering #VC #Trends
Met a German founder this week and asked him if all the stories one reads about the challenges of startups in Germany are exaggerated. "No, they're understated." Proceeded to describe spending a full day having a 90-page investment contract read to him (mandatory under German law; § 13 BeurkG) by a notary that then charged €30,000. That was for his first company. His second company, needless to say, was not incorporated in Germany.
أهم معركة في ساحة الذكالة التوليدية اليوم:
رد فعل أقرب للانتفاضة من قبل جنسن وناديلا وساندار ومارك زكربيرغ الذين خرجوا للعلن تأييدا لنماذج الأووان المفتوحة بعد تحريض داريو وألتمان للحكومة الأمريكية ضدها بدعوى السرقة (والأمن القومي)
#PolicyEngineering #GenAI #OpenSource #OpenWeights #Regulations #TechnologicalSovereignty #Trends
For my first post, I’m sharing a letter @NVIDIA signed on why open models matter.
AI will transform every industry, power every company, and be built by every country.
Open models strengthen safety and cybersecurity, accelerate innovation and diffusion, and enable sovereignty.
The world needs both frontier closed models and frontier open models.
https://t.co/AUKzoQ5Ikb

مفهوم جوهري يجدر بنا في المنطقة التوقف عنده...
#AI #TechnologicalSovereignty #PolicyEngineering #OpenSource #Trends
China didnt erase America’s AI lead, it changed the race.
The US optimized around frontier models and the best chips. China’s constraints pushed it toward efficiency, open weights, faster iteration
Necessity is the mother of invention and china's constraint became an advantage.
مفاهيم بديهية ولكنها معطلة في عصر يقدس الكفاءة:
مضاد الهشاشة ليس الصلابة والاستقرار التام يقتل الحيوية والإنقاص أحيانا أفضل من الزيادة
#Complexity #PolicyEngineering #Ecosystems #Economics
Nassim Nicholas Taleb walked into Google and explained what Antifragility is and how the world actually works:
1. The opposite of fragile is not robust. That is the first mistake almost everyone makes. Robust means something does not care about volatility. The true opposite of fragile is something that actually benefits from disorder, volatility, and stress. He calls it antifragile.
2. If you are shipping something fragile you write handle with care on the box. The true opposite of that package would have please mishandle written on it. Something antifragile wants to be mishandled. It gets stronger from it.
3. Fragility is always about nonlinear harm. Jumping ten meters kills you. Jumping ten centimeters a hundred times does not. The harm accelerates disproportionately with size. That acceleration is the mathematical signature of fragility and it can be measured precisely.
4. Anything that has survived long enough to exist today must have this property. If harm were linear you would be destroyed just walking to the office. Everything that persists is built so that small stressors barely touch it but large unexpected shocks destroy it.
5. Large size creates fragility automatically. A hundred million pound project in the UK had thirty percent more cost overruns than a five million pound project doing the same thing. The bigger the stone the more the harm. Size and fragility are inseparable.
6. Governments and institutions make the same mistake constantly. They chase perfect stability and call it good management. But something organic requires variability to survive. Greenspan tried to eliminate all economic volatility. He called it the Great Moderation. What he actually did was allow hidden risk to accumulate invisibly until it exploded all at once.
7. Small forest fires clean out flammable material and prevent catastrophic ones. By eliminating small fires you guarantee a massive one eventually. The same principle applies to economies, banks, and any complex system. Suppressing volatility does not remove risk. It stores it.
8. The only way to make something genuinely robust is to embrace bipolar strategies rather than medium ones. Eighty percent of your portfolio in something safe and twenty percent in something highly speculative is more robust than putting everything in medium risk. The average of extremes beats the mediocre middle.
9. Everything organic communicates with its environment through stressors. Your body needs the gym. Your bones need stress. Your immune system needs exposure. Depriving any living system of the stressors it needs does not protect it. It weakens it invisibly.
10. What does not kill me makes others stronger is closer to the truth than what does not kill me makes me stronger. When a system gets stronger under stress it is usually because the weaker components were destroyed, not because the survivors individually improved. The system improves through the death of its fragile parts.
11. Trial and error is not the opposite of knowledge. It is a form of knowledge with a convex payoff. You lose little when you are wrong and gain enormously when you are right. That asymmetry is what makes tinkering more powerful than theoretical planning in unpredictable environments.
12. Most of what we attribute to theoretical knowledge actually came from tinkering that was dressed up afterward as having been scientifically planned. The Romans built extraordinary things for centuries without ever having heard of Euclidean geometry. Technology routinely precedes the science that supposedly explains it.
13. The fragilista is Taleb's name for the person who denies antifragility and causes damage through that denial. Bureaucrats, central planners, academics, and policy makers who overstabilize systems from the top down are fragilistas. They remove the volatility that systems need and call it improvement.
14. Seneca, the wealthiest man in the ancient world, trained himself every day to wake up as if he had lost everything. He would deliberately live as if he were on a shipwreck to ensure he always had more upside than downside. Having more to gain than to lose from random events is the definition of antifragility in personal life.
15. In medicine, convexity matters more than people realize. If you are very ill the potential benefit of treatment vastly outweighs the risk, so you should see ten doctors not one. If you are mildly ill the risks of intervention almost certainly outweigh the modest benefits. The problem is that mildly ill patients are five times more numerous than severely ill ones, which is exactly who pharmaceutical companies focus on.
16. Removing something unnatural from your life has almost no side effects. Adding something artificial always has multiplicative hidden effects. In complex systems less is almost always more. The via negativa, improving by subtraction rather than addition, is consistently underestimated.
17. The real ethical crisis of modern times is that the people making decisions do not bear the consequences of those decisions. Bankers take the upside. Society takes the downside. Economists give broken advice and face no consequences when it fails. Nothing improves in any field where the people who are wrong are not harmed by being wrong.
18. Time is the ultimate detector of fragility. Whatever is fragile will eventually be broken by time. Whatever has survived for a long time has demonstrated antifragility and will likely survive longer still. A book that has been read for three thousand years will probably be read for three thousand more. A technology that is forty years old has at least forty more years ahead of it.
19. The only way to know you are alive and not a machine is that you benefit from variability. If you like variation and gain from disorder you are antifragile. If you require peace and predictability to function you are fragile. It is as simple and as profound as that.
Before you go, can we stay in touch?
I'd love to share one email with you every Sunday that'll challenge how you think about business, money and freedom.
Stay in touch here:
https://t.co/VMTlilB7aq
فرق ملفت بين صرف الدولتين وخصوصا أن أداء النماذج بينهما في تقارب مستمر
#GenAI #AI #PolicyEngineering #Trends
AI infrastructure spending keeps moving higher.
Just months ago, forecasts were up to 50% lower. Rising agent demand, memory constraints and data-centre bottlenecks have pushed projected AI CapEx to $1T in the U.S. by 2027, while China is projected to reach $123B.

ملفت:
وزارة الدفاع الأمريكية تضيف اثنين من مدراء الصناديق الجريئة إلى لجنة استشارية عليا للسياسات الاستراتيجية ضمن سعيها نحو تعزيز وتحديث قدراتها العسكرية
https://t.co/KWXngrGal0
#DefenseTech #PolicyEngineering #Ecosystems #Trends #TechnologicalSovereignty
مقطع من لقاء تم في ٢٠١٣م يظهر كيف تستعمل العقلانية غطاء براقا للانهزامية
#Innovation #PolicyEngineering #TechnologicalSovereignty #Trends
Today feels like a good day to reshare this clip of Ariane Aerospace’s CEO calling SpaceX’s reusability plans “a dream”
اضطراب طفيف في إشارة تحديد المواقع من خلال الأقمار الاصطناعية (GPS) بأوروبا يشعل تحقيق لذيذ (يشمل الثقوب السوداء ونظريتي النسبية الخاصة والعامة) وينتهي باكتشاف غير متوقع يعزز ضرورة بناء أنظمة أرضية بديلة
https://t.co/QFsVuKS53C
#SpaceTech #PNT #PolicyEngineering
ملف السيادة يكمل ما بدأته جائحة كوفيد في تصحيح التقديس الزائد للكفاءة على ما سواها
#PolicyEngineering #SupplyChains #TechnologicalSovereignty #Globalization #Trends
For too long, our political class treated efficiency as a substitute for resilience and consumption as a measure of prosperity.
Trade policy, industrial capacity, and national security are inseparable. And to allow foreign dependencies to degrade any one of those domains is to allow them to define America’s future. Under @POTUS’ leadership, we are rebuilding domestic production to restore American sovereignty.
ملفت:
أطباء يحثون الحكومات على تبني المركبات #ذاتية_القيادة كون " بيانات الأمان فيها تخطت حدا لا نستطيع تجاهله"
#Autonomy #AV #Mobility #PolicyEngineering #Trends
Our open letter today on autonomous driving and prevention of serious accidents and road deaths
w/ @slotkinjr Adding signatories for those supportive
https://t.co/wmiws8ZXo6
علاقة تكاملية مثيرة للاهتمام بين منظومة العملات المشفرة والنظام المالي التقليدي بأمريكا بعد التغير الجذري في التوجه التشريعي حيالها
#Crypto #Fintech #Innovation #Regulation #PolicyEngineering #FinancialServices #Trends

الإفراط في التشريعات يجعل "أوروبا تخسر تنافسيتها مع كل يوم" حسب بيان مشترك من رؤساء ست شركات تقنية كبيرة عبر الاتحاد الأوروبي بما في ذلك .@ASMLcompany و .@MistralAI
https://t.co/WAwwVtKpZ9
#Ecosystems #PolicyEngineering #Regulation #GenAI #TechnologicalSovereignty #Trends
خاصية غير مريحة... المشكلة أن أجهزة التلفاز الذكية منتشرة في أماكن العمل وتعرض عليها بيانات حساسة ولذلك اقترح على الجهات المسؤولة مراجعة السماح للشركات المصنعة لأي "جهاز ذكي" بتفعيل هذه الخاصية في سوقنا المحلي
CC: .@SASOGOV , @NCA_KSA
#Security #IoT #PolicyEngineering #TechnologicalSovereignty #Data
Your smart TV is taking screenshots of your screen every 15 seconds.
Not a guess. Not a theory.
A peer-reviewed study by researchers at UC Davis, UCL, and UC3M tested it.
Samsung TVs: every minute.
LG TVs: every 15 seconds.
Even when you're just using it as a monitor.
Here's how to turn it off for every brand:
بمناسبة اللغط حول التخصصات...
خريج الاقتصاد الذي وضع .@AnthropicAI في طليعة سباق الذكاء الاصطناعي من خلال Claude Code
https://t.co/j1VzaHaP6n
#Education #PolicyEngineering #ِAI #GenAI #ProductManagement #Ecosystems #Trends
ساحة المعركة الدولية لأشباه الموصلات مختزلة في رسمة واحدة:
الولايات المتحدة تهيمن على الملكية الفكرية وتسعى للتمدد إلى الأسفل بينما الصين تسابق الزمن للتمدد إلى الأعلى وبينهما تتموضع تايوان مرجحة كفة حلفائها
#VC #Macro #PolicyEngineering #AI #Semiconductors #SupplyChains #TechnologicalSovereignty

اتخيل جزء كبير من قلق مؤسس #إنفيديا حيال عدم قدرته على الوصول إلى السوق الصيني أنه يسرع من ظهور بدائل لا تتطلب أحدث وأقوى العتاد الذي يعول عليه لتحقيق التوقعات المعلقة على عاتقه...
#GenAI #Strategy #PolicyEngineering #Regulation #ComputerScience #Semiconductors #Trends
Side effect of blocking Chinese firms from buying the best NVIDIA cards: top models are now explicitly being trained to work well on older/cheaper GPUs.
The new SoTA model from @Kimi_Moonshot uses plain old BF16 ops (after dequant from INT4); no need for expensive FP4 support.

دور الجانب الاجتماعي في حتمية التقدم العلمي ولماذا كان من الممكن اكتشاف النظرية العامة للنسبية بدون أينشتاين
https://t.co/SoeBeA5ODV
#History #PolicyEngineering #Ecosystems

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