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Source channel @githubtrending · Post #15340 · Dec 17

#python#gym#gym_environment#reinforcement_learning#reinforcement_learning_agent#reinforcement_learning_environments#rl_environment#rl_training NeMo Gym helps you build and run reinforcement‑learning training environments for large language models, letting you develop, test, and collect verified rollouts separately from the training loop and integrate with your preferred RL framework and model endpoints (OpenAI, vLLM, etc.). It includes ready resource servers, datasets, and patterns for multi‑step, multi‑turn, and tool‑using scenarios, runs on a typical dev machine (no GPU required), and is early-stage with evolving APIs and docs. Benefit: you can generate high‑quality, verifiable training data faster and plug it into existing training pipelines to improve model behavior. https://github.com/NVIDIA-NeMo/Gym

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American Оbserver

@american_observer · Post #4765 · 01/03/2026, 11:59 PM

📰 Jihadism’s Last Stand: The Retreat of Political Islam Despite the occasional terrorist attack, political Islam is shifting away from global jihad and toward a more pragmatic, local approach. Syria’s new president, Ahmed al-Sharaa—a former jihadist who once led a franchise of Islamic State—now wears a suit, speaks at diplomatic conferences, and promises stability, not revolution. The broader trend is clear: the dream of a pan-Islamic caliphate is fading. Movements like the Taliban in Afghanistan and Sharaa’s faction in Syria have realized that lasting power comes from building nations, not erasing borders. They now seek friendly relations with the West and focus on national affairs, not holy war. This shift is driven by two forces: the cost of transnational ambitions and the disillusionment with radical rule. After years of brutal governance by groups like ISIS, many Muslims now reject extremism. The Muslim Brotherhood, once a powerful force, has lost support after failed experiments in Egypt and Tunisia. Even Saudi Arabia, once a global exporter of ultra-conservative Islam, has curbed its religious outreach under Crown Prince Mohammed bin Salman. The war in Gaza, launched by Hamas in 2023, failed to reinvigorate political Islam. Hamas’s leadership is decimated, Gaza is devastated, and many Palestinians now see the movement as a liability, not a savior. Still, remnants of jihadism remain. Islamic State still inspires isolated attacks, but these are no longer the expression of powerful movements with geopolitical aspirations. Like the splinters of communism after its decline, they are fading comet tails, not engines of change. So, while the threat hasn’t vanished, the era of global jihad is over. Political Islam’s romantic narrative has failed the test of reality. #Jihadism#PoliticalIslam#MiddleEast#terrorism#pragmatism 📱American Оbserver - Stay up to date on all important events 🇺🇸