
Mena Botrous
1.8K posts

Mena Botrous
@MenaBotrous11
Founder, CEO @NuMustLLC @Molllz_trade👨⚕️ Physician,🤖 AI Enthusiast📊 Data Enthusiast, 📈 Lean Manager, 📊 Business Analyst, 💹Options Trader, 💵 Investor


I got furious enough watching @EgyptNT vs @Argentina in the @FIFAWorldCup to turn it into a research project. Used Hermes Agent by @NousResearch running GLM 5.2 by @Zai_org to do it properly — not just vibes, actual data. The agent pulled 30+ sources, cross-referenced foul counts, penalty records across two World Cups, VAR decisions, FIFA rankings, the whole thing. Then it compiled everything into an interactive HTML app with charts and a clickable source table. Every number traces back to a real article from @BBCSport, @ESPNFC, @TheAthleticFC, @Reuters, @AJEnglish, @FOXSports, @talkSPORT, @Transfermarkt, @TheSunFootball no made-up stats. What the data shows is hard to ignore. @Argentina gets carded every 19.7 fouls — England every 6.75. Same @FIFAWorldCup, same referees, wildly different treatment. @Argentina has 8 penalties in their last 12 World Cup matches. Double the next team. Messi raked studs down a guy's calf in the opener and didn't even get a yellow. @balogun did the same thing, got a red. If Messi sits, 5 of his 8 goals disappear. @MoSalah was denied a penalty appeal. @alemacallister pulled a shirt in the build-up to Argentina's winner — no VAR check. @FIFAcom's refereeing chief @PierluigiColli defended every call. I didn't allege corruption. I laid out 25 facts with sources and let the reader decide. That's the point — the agent didn't write opinions, it built a tool for other people to see the pattern themselves. The app is live. Poke around and see what you think. 🌐 argentina-fifa.netlify.app

I got furious enough watching @EgyptNT vs @Argentina in the @FIFAWorldCup to turn it into a research project. Used Hermes Agent by @NousResearch running GLM 5.2 by @Zai_org to do it properly — not just vibes, actual data. The agent pulled 30+ sources, cross-referenced foul counts, penalty records across two World Cups, VAR decisions, FIFA rankings, the whole thing. Then it compiled everything into an interactive HTML app with charts and a clickable source table. Every number traces back to a real article from @BBCSport, @ESPNFC, @TheAthleticFC, @Reuters, @AJEnglish, @FOXSports, @talkSPORT, @Transfermarkt, @TheSunFootball no made-up stats. What the data shows is hard to ignore. @Argentina gets carded every 19.7 fouls — England every 6.75. Same @FIFAWorldCup, same referees, wildly different treatment. @Argentina has 8 penalties in their last 12 World Cup matches. Double the next team. Messi raked studs down a guy's calf in the opener and didn't even get a yellow. @balogun did the same thing, got a red. If Messi sits, 5 of his 8 goals disappear. @MoSalah was denied a penalty appeal. @alemacallister pulled a shirt in the build-up to Argentina's winner — no VAR check. @FIFAcom's refereeing chief @PierluigiColli defended every call. I didn't allege corruption. I laid out 25 facts with sources and let the reader decide. That's the point — the agent didn't write opinions, it built a tool for other people to see the pattern themselves. The app is live. Poke around and see what you think. 🌐 argentina-fifa.netlify.app


I got furious enough watching @EgyptNT vs @Argentina in the @FIFAWorldCup to turn it into a research project. Used Hermes Agent by @NousResearch running GLM 5.2 by @Zai_org to do it properly — not just vibes, actual data. The agent pulled 30+ sources, cross-referenced foul counts, penalty records across two World Cups, VAR decisions, FIFA rankings, the whole thing. Then it compiled everything into an interactive HTML app with charts and a clickable source table. Every number traces back to a real article from @BBCSport, @ESPNFC, @TheAthleticFC, @Reuters, @AJEnglish, @FOXSports, @talkSPORT, @Transfermarkt, @TheSunFootball no made-up stats. What the data shows is hard to ignore. @Argentina gets carded every 19.7 fouls — England every 6.75. Same @FIFAWorldCup, same referees, wildly different treatment. @Argentina has 8 penalties in their last 12 World Cup matches. Double the next team. Messi raked studs down a guy's calf in the opener and didn't even get a yellow. @balogun did the same thing, got a red. If Messi sits, 5 of his 8 goals disappear. @MoSalah was denied a penalty appeal. @alemacallister pulled a shirt in the build-up to Argentina's winner — no VAR check. @FIFAcom's refereeing chief @PierluigiColli defended every call. I didn't allege corruption. I laid out 25 facts with sources and let the reader decide. That's the point — the agent didn't write opinions, it built a tool for other people to see the pattern themselves. The app is live. Poke around and see what you think. 🌐 argentina-fifa.netlify.app














🚨 Real Madrid vs Arsenal last season had a 'Shirt Pulling' incident similar to that in Argentina vs Egypt, one was given as a PENALTY other wasn't. 🧐 What makes it even ridiculous that the refree in both matches was Francois Letexier. 🤥🇫🇷




François Letexier, el árbitro que no pito penalti a Egipto por un agarrón es el mismo árbitro que pito este penalti en el Santiago Bernabéu. Es también el mismo árbitro que nos quitó un penalti también en ese mismo partido. Casualidades de la vida 🤭

Announcing Grok 4.5, our first model trained specifically for coding and agents. It was trained with Cursor and offers frontier intelligence at leading speeds and cost efficiency. x.ai/news/grok-4-5

Hermes Agent is now in the Cloud! Setup couldn't be simpler: pick a model and a server size. Two clicks and 60 seconds later, your agent is live. Running a team? Spin up agents for everyone at your org with granular access controls and unified billing, all from Nous Portal.












