## 🔍 Core Insights This week, security and model iteration accelerated simultaneously: a **critical PHP core vulnerability** triggered a global emergency shutdown, exposing the double-edged sword effect of **AI-assisted vulnerability discovery** [0]; at the same time, **iFlytek** released Spark X2.6 and SparkAudio 1.0 based on **fully domestic computing power** [10][5], **Anthropic** launched the proactive agent application **Claude Duet** [11][14], and **Mirendil** completed pre-training of a hundred-billion-parameter code foundation model at a cost of less than ten million USD [4]. The threshold and paradigm of AI R&D are being rewritten. ## 🚀 Key Updates - **PHP core vulnerability triggers global emergency shutdown** [0]: Two remote code execution vulnerabilities rated 9.2 were disclosed, and government websites and commercial services urgently disconnected from the internet. - **iFlytek releases Spark X2.6 device-cloud integrated large model** [10]: 293B-A30B MoE architecture, achieving breakthroughs in code and agent capabilities based on fully domestic computing power for the first time, with context reaching 1M. - **iFlytek launches SparkAudio 1.0, its first Spark speech foundation model** [5]: Supports arbitrary switching between Chinese and English, integrating translation, recognition, semantic understanding, and emotion recognition capabilities. - **Anthropic launches proactive agent application Claude Duet** [11][14]: Based on Claude Opus 5.5, it shifts from Q&A to proactively pushing briefings and continuously executing tasks in the cloud, with sensitive operations requiring user approval. - **Mirendil releases hundred-billion-parameter code foundation model** [4]: One researcher with a group of Agents, 3.5 months, less than 10 million USD, pre-trained from scratch using only public data. - **Microsoft researchers use AI to prove the 31-year-old KLS conjecture** [15]: AI agents explored about 100 research paths, assisting in completing a 140-page proof. - **Kling 4.0 launches on multiple platforms** [12][16]: Supports first-middle-last frame guidance and up to 10 reference images, with OpenArt and OiiOii integrating simultaneously, and Pro/Wonder plans at a limited-time 50% discount. - **SoftBank's stock price nearly halved from its June high** [13]: The market questions its model of investing in AI through debt, and credit default swap quotes rose to a near four-year high. ## 🔗 Sources [0] PHP blowup triggers global emergency "internet cable pull", don't expect AI to save the internet — https://www.bestblogs.dev/article/3bbc1f3606?utm_source=rss&utm_medium=feed&utm_campaign=resources&entry=rss_article_item [4] Mirendil releases hundred-billion-parameter code foundation model Mirendil-Base — https://aihot.news/items/ohbx1mvbfehs1dcqc633hbrqs [5] iFlytek launches SparkAudio 1.0, its first Spark speech foundation model, supporting arbitrary switching between Chinese and English — https://aihot.news/items/xhveiawxszg5zmuxfu2kgc9e4 [10] iFlytek Spark X2.6 device-cloud integrated large model released, achieving breakthroughs in code and agent capabilities based on fully domestic computing power for the first time — https://aihot.news/items/o803dvged7b6graoq3w7xbi75 [11] Anthropic launches proactive agent application Claude Duet — https://aihot.news/items/kz7nh871lk322xfk6c74dt3th [12] Kling 4.0 launches on OpenArt, supporting first-middle