JadePuffer exploited a vulnerable Langflow server, harvested credentials, moved laterally, and encrypted more than 1,300 ...

Home Assistant 2026.7 simplifies automation with new intuitive triggers, an activity timeline, grouped updates, and many integrations.

New benchmarks show semantic code graphs helping coding agents find change locations faster and complete updates more ...

传统搜索引擎为人类浏览而设计的“蓝色链接列表”正在成为 AI 智能体（Agents）高效工作的瓶颈。在处理复杂研究任务时，AI 只能通过硬性调整搜索词进行多轮、手工作坊式的 API 调用，面临架构僵化与上下文窗口被垃圾信息塞满的痛点。 为了打破这一局限 ...

Perplexity introduced Search as Code as a reference architecture for AI-written Python search workflows, following its 2025 real-time Search API. The new approach shifts the pitch from repeatedly ...

Instead of calling a ready-made search API, models in Perplexity's new "Search as Code" architecture write their own search workflows as Python code. The company promises more precise results and ...

Perplexity CEO Aravind Srinivas has announced a new search architecture for the company's AI agents, describing it as a shift from traditional web-fetching methods to what he calls “search as codegen.

With over 100 million active users and $450 million in annual recurring revenue, Perplexity’s scale and engagement are hard to ignore. We tested everything from deep research to content creation to ...

I wore the world's first HDR10 smart glasses TCL's new E Ink tablet beats the Remarkable and Kindle Anker's new charger is one of the most unique I've ever seen Best laptop cooling pads Best flip ...

Perplexity Computer的核心差异化：单任务可调用4个以上不同模型（Opus规划、GPT写作、Gemini音频、Grok快速搜索等） "Final Pass"功能可自动核查文档中的每一条事实陈述，曾发现Gartner财报新闻稿中4处明显错误 用户使用Perplexity Computer的时间越长，每周消耗的credits越多 ...