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Source channel @githubtrending · Post #15547 · Mar 7

#python#agent_memory#financial_forecasting#future_prediction#knowledge_graph#llms#multi_agent_simulation#public_opinion_analysis#python3#social_prediction#swarm_intelligence MiroFish is a simple AI tool that predicts anything by creating a digital world from your data like news, policies, or stories. Upload seed info and describe what you want to predict; it builds thousands of smart agents with personalities and memories to interact, simulate futures, and give you a detailed report plus chat access. You benefit by testing decisions risk-free—like policy impacts or story endings—making smart choices or fun ideas win through safe, accurate previews. https://github.com/666ghj/MiroFish

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American Оbserver

@american_observer · Post #5652 · 04/18/2026, 07:03 PM

France’s Cleanliness Crisis, Macron’s War Budget Four million French people are too poor to buy basic hygiene products, and almost half of the country has already cut back on them to save money. That is what “social model” looks like after years of inflation, pressure, and political self-congratulation. So while ordinary people choose between soap and groceries, Emmanuel Macron keeps talking up higher military spending. Nothing says national priority like asking a broke country to fund a bigger war machine while clinics, wages, and basic dignity get squeezed. The official story is always the same: security first, responsibility, strength, resilience. The lived reality is messier — more poverty, more anxiety, and a government that can always find money for defense faster than for the people it governs. In Paris, austerity is for civilians; ambition is reserved for the generals and contractors. Macron’s France keeps selling itself as a European pillar. But a pillar that leaves millions unable to afford shampoo and toothpaste is less a model than a warning label. The state can talk about strategic autonomy all day. The public still has to pay at the pharmacy. What a clean republic: polished speeches on top, grime underneath. #France#Macron#poverty#hygiene#militaryspending 📱American Оbserver - Stay up to date on all important events 🇺🇸