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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 #21372 · 02/11/2026, 02:33 PM

#Coming_UP: The Standard Signal |Ep. 12 – Ethiopia’s Constitutional Foundation and the Crisis of Western Tigray. Part II Five years after the war in Tigray began, the constitutional crisis it exposed remains unresolved. In Part II, Tsedale Lemma continues her conversation with Daniel Berhane, examining whether Ethiopia is still governed by its Constitution — or whether force has replaced law in determining territory. If territorial disputes are settled outside constitutional order, what does that mean for Ethiopia’s federal future? Part II premiers at: 7:30 PM tonight. Subscribe to watch: https://www.youtube.com/@AddisStandard #Ethiopia#WesternTigray#ConstitutionalOrder#RuleOfLaw#Federalism#Tigray#HornOfAfrica#AddisStandard

Addis Standard

@addisstandardeng · Post #21333 · 02/06/2026, 02:33 PM

#Coming_UP: The Standard Signal |Ep. 12 - Western Tigray and the Unraveling of Ethiopia’s Constitution. Part I Five years after the war in Tigray began, and three years after Pretoria, Western Tigray remains the clearest sign that Ethiopia’s war has not truly ended, it has merely changed form. If peace doesn’t restore rights, is it really peace? If people cannot return safely and with dignity, what does return even mean? Is Ethiopia still governed by its Constitution? #TsedaleLemma speaks with #DanielBerhane. Part I premiers at: 7:30 PM tonight. Subscribe to watch: https://www.youtube.com/@AddisStandard #Ethiopia, #Tigray#WesternTigray#ConstitutionalOrder#PeaceAndJustice#IDPRights#RuleOfLaw#HornOfAfrica#PostPretoria