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Source channel @githubtrending · Post #15539 · Mar 5

#python#agent#llm#llm_agent#llm_reasoning#machine_learning_systems#mlsys#reinforcement_learning#rl AReaL is a free, open-source system for fast asynchronous reinforcement learning to train large AI models in math, coding, search, and agents. It decouples generation and training for up to 2.77x speedup, stable performance, and easy setup on single or 1000+ GPUs with algorithms like GRPO/PPO. Install via git/pip, run examples like GSM8K math instantly. You benefit by building top AI agents affordably and quickly, reproducing results with shared data/models, saving time/money vs. slow synchronous tools. https://github.com/inclusionAI/AReaL

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Crypto M - Crypto News

@CryptoM · Post #64889 · 04/10/2026, 07:11 AM

🚀 Japan Urged to Reevaluate Spending on Social Programs Japan is being advised to reassess its financial commitments to programs supporting women, environmental initiatives, and foreign nationals. Bloomberg posted on X, highlighting a summary of responses from a recent government survey. The survey suggests that these areas may require a strategic review to ensure effective allocation of resources. The call for reevaluation comes amid broader discussions on optimizing government spending to address pressing national priorities. The survey's findings could influence future policy decisions as Japan navigates its economic and social challenges. #Japan#SocialPrograms#GovernmentSpending#Women#Environment#ForeignNationals#PolicyReview#EconomicChallenges#SocialPolicy