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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 #65233 · 04/12/2026, 06:56 AM

🚀 Bittensor Co-Founder Addresses Covenant AI Incident and Future Plans On April 12, Bittensor co-founder Jacob Robert Steeves responded to the Covenant AI incident, expressing his shock over recent developments. According to BlockBeats, Steeves accused Covenant AI founder Samuel Dare of actions that severely harmed the protocol and community, betraying the trust of investors and users. He apologized to those affected by the incident. Steeves stated that Bittensor was designed to combat greed and selfishness by enabling collective ownership of AI through a permissionless mechanism. He acknowledged that the incident exposed vulnerabilities in the system but also highlighted the opportunity to strengthen the protocol and community's resilience. Looking ahead, Steeves proposed advancing a "Locked Stake" mechanism, introducing a "time + stake" commitment dimension at the protocol level to enhance transparency and investor protection, thereby reducing similar risks. He noted that this plan was initially designed with Samuel Dare's involvement. Furthermore, Steeves mentioned that the development of subnets 3, 39, and 81 will continue under community leadership, with no changes to their overall functionality and vision. He emphasized that Bittensor remains one of the most decentralized AI protocols and will continue to promote open AI development, with plans to advance towards training larger-scale models, including a trillion-parameter model in the future. #Bittensor#CovenantAI#JacobRobertSteeves#SamuelDare#AI#Blockchain#DecentralizedAI#InvestorProtection#LockedStake#AIProtocol#CommunityLeadership#OpenAI#FuturePlans#TrillionParameterModel#TAO