المنشورات
أبحاث حول وكلاء الذكاء الاصطناعي، والاختبار الرجعي وتدقيق توقعات السوق، وبنية المنصة.
أعمال الذكاء الاصطناعي
Anthropic filed its S-1 to list on Nasdaq as ANT. Revenue, losses, compute bills, valuation, risks and timing: everything the IPO filing reveals, in plain English.
قراءة في 5 دقيقة8 أقسام
أعمال الذكاء الاصطناعي
Robinhood, Coinbase and Mastercard just opened their doors to AI agents that trade and pay on your behalf. Who is responsible when the agent loses? The fine print answers.
قراءة في 5 دقيقة8 أقسام
أعمال الذكاء الاصطناعي
Gemini 4 Argon leads the Vals index at 68.9%, but Claude trails by two points. What the model does well, what it costs, and where it falls behind.
قراءة في 5 دقيقة7 أقسام
أعمال الذكاء الاصطناعي
A bank chairman got a text that appeared to come from his CEO, then a call in a voice he knew. The research says your ear is not reliable enough to use. Here is what works instead.
قراءة في 22 دقيقة11 قسمًا
أعمال الذكاء الاصطناعي
Meta Muse books, shops and sends email for you. What it costs, how its security works, what has already gone wrong, and how to switch off AI training.
قراءة في 19 دقيقة12 قسمًا
أعمال الذكاء الاصطناعي
OpenAI put GPT-6 Astra in the junior banker seat on 10 September 2026 and published a score: 69.9% on a financial document benchmark. Here is what that rate does to a deck, what citations do and do not prove, and the checking step to run before it touches client work.
قراءة في 8 دقيقة9 أقسام
أعمال الذكاء الاصطناعي
OpenAI released Astra on 3-4 September 2026 and called it the most intelligent and aligned model in the world. Here is what is verified, what is claimed, and what it means if you build AI products or write code for a living.
قراءة في 9 دقيقة9 أقسام
أعمال الذكاء الاصطناعي
Creator Rewards pays $0.40 to $1.00 per thousand qualified views. Here is the whole system built backwards from that number - account setup, how to find what is working, how to build your own version of it, and what to do every single day.
قراءة في 11 دقيقة12 قسمًا
أعمال الذكاء الاصطناعي
A handful of companies are racing for the top of the most expensive podium ever built, and trillions of dollars rest on one assumption nobody has proven yet. Here is the honest picture, the numbers I can actually source, and why I am not going to tell you to buy anything.
قراءة في 9 دقيقة7 أقسام
أعمال الذكاء الاصطناعي
A founder's case for the most personal technology ever built - an agent that manages your calendar, your money and your habits, and is willing to overrule you. The interesting question is not whether it arrives. It is who it answers to.
قراءة في 9 دقيقة10 أقسام
أعمال الذكاء الاصطناعي
A billion dollar valuation does not require a billion dollars of anything. Divide it by the multiples buyers actually paid in 2026 and it resolves to seventeen to forty-three million of recurring revenue, priced off the rate of change rather than the size.
قراءة في 9 دقيقة7 أقسام
أعمال الذكاء الاصطناعي
Published 2026 data puts the median at about two years for AI companies and about nine for everybody else. The compression is real, its source is unglamorous, and the one company in this cohort that reached a full exit did it by being bought rather than by listing.
قراءة في 10 دقيقة8 أقسام
أعمال الذكاء الاصطناعي
Roughly 3,000 a month sounds modest until you ask what has to happen on an unremarkable Tuesday to produce it. Every serious route, divided out against published 2026 rates, including the one where the sums stopped closing altogether.
قراءة في 10 دقيقة7 أقسام
