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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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Amazing Geography 🌍

@amazingeo · Post #221 · 09/12/2025, 03:12 AM

🌍 Daylight saving time isn't used worldwide; many countries near the Equator never change their clocks because daylight hours barely vary throughout the year. ✨ #timezones⚡#daylight⚡#equator⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #379 · 10/16/2025, 03:31 PM

🌍 Central Australia uses a rare time zone offset of UTC+9:30. This half-hour difference was chosen to better match daylight with daily activities across vast, sparsely populated regions. ✨ #timezone⚡#Australia⚡#daylight⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​