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Source channel @githubtrending · Post #14958 · Jul 14

#python#agent#agentic_ai#grpo#kimi_ai#llms#lora#qwen#qwen3#reinforcement_learning#rl ART is a tool that helps you train smart agents for real-world tasks using reinforcement learning, especially with the GRPO method. The standout feature is RULER, which lets you skip the hard work of designing reward functions by using a large language model to automatically score how well your agent is doing—just describe your task, and RULER takes care of the rest. This makes building and improving agents much faster and easier, works for any task, and often performs as well as or better than hand-crafted rewards. You can install ART with a simple command and start training agents right away, even on your own computer or with cloud resources. https://github.com/OpenPipe/ART

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Go! Announcements

@gorwachain_announcements · Post #1105 · 11/25/2025, 05:27 PM

🚀 Go! Nation, Interested in tokenized futures? We’re talking about a massive unlock: equities are ~$128T globally, and the broader futures/derivatives layer is $1 quadrillion+ in notional scale. That’s the playing field. Futures are like making a deal today on what something will cost later (like locking in the price of apples next week). Equities are just tiny pieces of companies. FuturesFi is Go!’s next step: putting U.S. index futures strategies on-chain so people can access them in smaller, modular, transparent, fully trackable digital contracts. Think: clearer exposure, better rails, and a path to modern financial infrastructure, without the old gatekeeping. FuturesFi is being designed to target low-single-digit monthly performance in modeled scenarios via U.S. index futures strategies. No guarantees, not live performance, and not an offer to sell securities, just early interest for product updates. Important compliance note: Go!/FuturesFi is not a broker-dealer. This is not an offer to sell securities and nothing here is investment advice, we’re simply collecting interest for early access + product updates. 👉 Join the interest list here: https://forms.gle/wFY1534X8xqSUUtf7 #FuturesFi#Agentic#AI#Tokenization#OnChainFinance#DigitalAssets#Assets#LetsGo