#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
有消息称#小米#MIUI 安全组件即小米的杀毒引擎添加有国家反诈中心的扫描接口(nationalAntiFraudSingleAppScan)。
at com.miui.guardprovider.engine.mi.antidefraud.AntiDefraudAppManager.getSign(Unknown Source:0)
at com.miui.guardprovider.engine.mi.antidefraud.MiDetectAppsManager.virusInMiEngineRiskList(Unknown Source:30)
at com.miui.guardprovider.engine.mi.antidefraud.AntiDefraudAppManager.getDetectUnsafeAppStatus(Unknown Source:6)
at com.miui.guardprovider.manager.SecurityService$a.nationalAntiFraudSingleAppScan(Unknown Source:17)
at com.miui.guardprovider.aidl.IAntiVirusServer$Stub.onTransact(Unknown Source:38)
MIUI security components.apk源代码分析
viamogua.co