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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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똑디리포트

@ddokdi · Post #2018 · 04/28/2026, 03:08 PM

#soil 중동/아시아에어 유일하게 정제유 수출 가능한 국가 = 꼬레아

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Interesting Planet 🌍

@interesting_planet_facts · Post #434 · 07/27/2025, 02:22 AM

🌎 The European mole can “swim” through soil by using its large, spade-like paws to paddle through loose earth, creating complex underground tunnels. This adaptation helps it hunt worms in the dark, while its velvety fur lets it slide backward or forward with ease. ✨ #mammals⚡#adaptation⚡#soil 👉subscribe Interesting Planet

Amazing Geography 🌍

@amazingeo · Post #242 · 09/15/2025, 04:12 PM

🌍 Grasslands cover about 40% of Earth’s land surface and are found on every continent except Antarctica. Some of the world’s richest soils, called mollisols, form in temperate grasslands. ✨ #grasslands⚡#savanna⚡#soil⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #398 · 10/21/2025, 12:31 PM

🌍 Some grassland soils are so fertile they can support crops for decades without added fertilizer. These deep, dark soils store huge amounts of carbon, helping stabilize the global climate. ✨ #grasslands⚡#soil⚡#carbon⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Google Facts™ [ ️@googlefactss🌎]

@googlefactss · Post #40375 · 12/21/2025, 02:44 AM

After death, human microbes survive in soil and help break down the body. They work with soil microbes to speed up decomposition and recycle nitrogen, which plants need to grow. These microbes can live in the soil for months or years, turning dead bodies into nutrients that support new life. 🌱🦠💀 [Source] @googlefactss#Decomposition#Microbes#Soil#NitrogenCycle#Ecosystem