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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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Interesting Planet 🌍

@interesting_planet_facts · Post #1067 · 11/24/2025, 12:11 PM

🌎 The Lut Desert in Iran is one of Earth's most extreme climate zones, recording the hottest surface temperature ever measured—80.8°C in 2005 by satellite. Known as Dasht-e Lut, this salt desert has almost no vegetation or permanent water sources. ✨ #climate⚡#desert⚡#temperature 👉subscribe Interesting Planet 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #161 · 09/02/2025, 09:12 AM

🌍 The Lut Desert in Iran holds the record for Earth’s hottest land temperature ever measured from space—an astonishing 80.8°C, far exceeding typical desert heat. ✨ #deserts⚡#temperature⚡#extremes⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍 ​

Amazing Geography 🌍

@amazingeo · Post #389 · 10/18/2025, 08:31 PM

🌍 The world’s largest continental climate zone covers central Eurasia, where summers can reach above 40°C and winters drop below –40°C—a giant temperature swing found nowhere else on Earth. ✨ #climatezones⚡#temperature⚡#Eurasia⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography 👉more Channels ​

Amazing Geography 🌍

@amazingeo · Post #16 · 08/10/2025, 03:12 AM

🌍 Cities often create "urban heat islands," where temperatures are higher than surrounding areas due to concrete, asphalt, and less greenery. This effect can raise cities’ temperatures by several degrees. ✨ #urbanization⚡#temperature⚡#humanimpact⚡#geography⚡#nature⚡#earth 👉subscribe Amazing Geography🌍

Universe Mysteries 🪐

@cosmomyst · Post #690 · 02/19/2026, 10:21 PM

🪐 Uranus stands out as the coldest giant planet in the solar system, with atmospheric temperatures dipping as low as minus 224 degrees Celsius—colder than even Neptune, despite being closer to the Sun. This frigid world is also tipped on its side, with its axis tilted by about 98 degrees, so its poles almost point directly at the Sun during parts of its long, 84-year orbit. ✨ #Uranus⚡#giantplanets⚡#temperature⚡#nasa⚡#galaxy⚡#stars⚡#astronomy⚡#universe⚡#cosmos⚡#space 👉subscribe Universe Mysteries 👉more Channels ​