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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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Addis Standard

@addisstandardeng · Post #21757 · 03/18/2026, 09:03 AM

#Ethiopia: Report warns of arbitrary detentions, growing restrictions on media in Addis Ababa ------- A new report by Human Rights First has raised concerns over alleged arbitrary detentions and increasing restrictions on media in #Addis_Ababa, particularly during periods of major international events. The report, titled “Situational Analysis of Human Rights in Addis Ababa,” states that security forces carried out “pre-emptive detentions” across several parts of the capital without due process. According to the findings, detentions were recorded in sub-cities including #Yeka, #Bole, and #Akaki_Kality, where individuals were held for more than a week without being charged or appearing before court. In addition, the report highlighted what it described as a growing pattern of restrictive actions against media between 2025 and early 2026. Read more: https://addisstandard.com/?p=55925