你有没有遇到过这种情况：Agent调用了工具，拿到结果，然后继续调用工具，循环了十几次，最后给了你一个完全跑偏的答案——而你压根不知道它在想什么？ 你有没有遇到过这种情况：Agent调用了工具，拿到结果，然后继续调用工具，循环了十几次，最后给了 ...

Most organizations know they need to govern agentic output. Far fewer have a clear, practical path to doing so. Today, Sonar, a global leader in AI code verification, governance, and efficiency is ...

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The Council for the Indian School Certificate Examinations (CISCE) has released the ISC Computer Science (Subject Code - 868) ...

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F5 launches AI Security Platform to put security leaders in control of enterprise AI risk (F5, Inc.) F5 acquires SurePath AI to enhance new AI Security Platform, tackle shadow AI risks, and deliver ...

The model learns that hedging is a signal of lower-quality output. This creates a systematic bias toward sounding certain.

Explore the leading application security tools of 2026 designed for enterprises. Understand their features, pricing models, and integration guidance for Indian and APAC businesses to enhance cyber ...

阿里妹导读文章内容基于作者个人技术实践与独立思考，旨在分享经验，仅代表个人观点。前言AI 每天生成的代码量已经远超人工评审的上限 —— 以前每天 review 几百行，现在动辄几千、几万行。代码评审，正在成为研发效率新的质量瓶颈。Open Code ...

prompt cache 干的是这件事，把你请求里那些不变的内容缓存起来，让模型不用每次都重新计算这些 token 的注意力权重。命中缓存的 token，大概只要正常输入 token 10% 左右的价格。 最近在看 Claude Code 的系统提示结构，里面有一块东西让我愣了一下。 每次开一个新 ...