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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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@emagzinewspars · Post #9351 · 10/15/2025, 10:30 AM

#The_Harvard_Business_Review🇺🇸📕[PDF]⬇️ #November2025 #December2025 #Monthly_Magazines For learning, for free(dom). @backupofmagazines In this issue, leaders are urged to confront the #HiddenBeliefs that silently block their growth. This edition explores how to build #OctopusOrganizations in a complex world, master #GenAI strategy, and learn from #PrivateEquity playbooks. From “strategic hibernation” to smarter disagreement, the issue decodes #EmotionalIntelligence and #Leadership in times of uncertainty. Discover why “hands-on” CEOs outperform, how to monetize your data, and why #AIpilots often fail. Featuring #EstherDuflo and case studies on CHRO missteps, this issue is a must for #OrganizationalChange agents. #HBR#Strategy#Management#GrowthMindset#BusinessLeadership