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AIArticleTestmu AI Launches Kane CLI Exploration, an AI Agent That Maps Web Apps From a Single URL and Turns Them Into TestsTestmu AI has announced Kane CLI Exploration, an AI agent that automatically explores web applications. Users give it just one URL, and it goes through the whole app to understand its structure and find problems. The information is then used to create and run tests.AI newsNovember 3, 2026
AIArticleElevenLabs Launches Eleven Realtime, a Model for Voice AI Agents Supporting Over 90 LanguagesElevenLabs has released Eleven Realtime, a new model that makes it easy to build AI agents that converse by voice. It comes in two versions, a mini model for fast conversation and a max model for complex tasks. It supports over 90 languages, including Korean and Japanese.AI newsNovember 3, 2026
AIArticleElevenLabs Unveils ElevenLabs Realtime, an AI Model for Voice AgentsElevenLabs has released Eleven Realtime, a new model that lets developers build AI agents that hold spoken conversations. It combines speech recognition, response generation, and speech synthesis in one system, so users can pick a model without complex setup.AI newsNovember 3, 2026
QuantumArticleGS Shop Brings AI Agents into Merchandiser Work, Cutting Promotion Prep Time by 70%GS Shop has introduced an AI agent system to reduce the repetitive promotion preparation work of its merchandisers (MDs). Built with Amazon Web Services (AWS), the system uses AI to recommend products and help plan events.Quantum newsNovember 3, 2026
AIArticleElevenLabs Launches ElevenLabs Realtime, a Speech-to-Speech Model for Voice AgentsElevenLabs has released Eleven Realtime, a speech-to-speech model that combines speech recognition and speech synthesis in one system. Developers can build voice agents by choosing a single model instead of selecting and combining separate parts. It comes in Mini and Max versions and supports more than 90 languages.AI newsNovember 3, 2026
AIArticleCluecurs Partners with Global AI Agent Company Manus to Expand Enterprise SolutionsCloud and AI management company Cluecurs has formed a partnership with global AI agent company Manus to expand its enterprise AI solutions. Manus is an AI that plans and carries out the necessary tasks on its own once it is given a goal.AI newsNovember 3, 2026
AIArticleMusk Admits Grok Bot Costs More to Run Than It Earns in RevenueElon Musk responded on X to a question about why the weekly usage limit for Grok Bot, his AI agent, was reached so quickly. He said operating costs were too high compared to revenue. The reduced limit is seen as a cost-cutting measure rather than an error.AI newsNovember 3, 2026
QuantumArticleGS Shop Cuts Promotion Prep Time by 70% With Four AI AgentsGS Shop has launched an MD curation system it built with AWS. When an MD enters the planning goals and conditions, AI analyzes sales records and customer behavior data to pick products, then helps set up and register the promotion. During a one-month trial in October, preparation time dropped 70% compared with before.Quantum newsNovember 3, 2026
AIArticleMusk Cuts Grok Bot Usage Limits, Saying Operating Costs Are Too Hard to BearElon Musk, CEO of SpaceX, cited high operating costs as the reason for reducing usage limits on the Grok AI agent. He said that although the number of users has grown, the cost of providing the service is far too high compared with its revenue.AI newsNovember 3, 2026
AIOfficialManaged Deep Agents: the fastest way to ship a production deep agentLangChain has released Managed Deep Agents in public beta, a service that lets developers run AI agents directly in the cloud. Developers only define the agent's instructions and tools, while LangSmith handles server setup and operations. You can create a single folder and deploy with a few commands.LangChain blogNovember 3, 2026
AIArticleDeepSeek Harness Adds Agent Plugin Creation Option to Creator ModeIn the preview version v0.2.1-alpha.1 of DeepSeek Harness, the plugin management screen now has an "Create plugin with agent" option. Selecting it sends an existing draft to Creator Mode, and nothing runs until the user submits a request. Harness is still in developer preview.AI newsNovember 3, 2026
AIArticleMeta's AI Shopping Agent Muse Could Threaten Amazon's Huge Ad BusinessMeta's personal AI agent, Muse, buys and chooses products on behalf of users, and analysts say this could hurt Amazon's advertising business, which earns money from product ads. Since its launch in September, Muse has been used by more than 10 million people in the United States and Canada in about six weeks.AI newsNovember 3, 2026
AIArticleAnthropic, 장기 실행 에이전트를 위한 메시지 스레드 베타 출시 - Unite.AIAI newsNovember 3, 2026Opens the source site
AIArticleRaising the quality of insights in agentic analyticsOnly 48% of insights created by AI agents actually helped improve business. Companies surveyed pointed to a lack of business context and scattered data as the main causes. This report looks at what companies are doing to raise the quality of their insights.MIT Technology ReviewNovember 3, 2026
AIArticlePerplexity, Brain 메모리 아키텍처와 에이전트 API 테스트 상세 공개 - Unite.AIAI newsNovember 3, 2026Opens the source site
AIOfficialMeet Coursework Helper: The Latest AI Agent for Students in GoSuperhuman released Coursework Helper in beta, an AI agent for students inside Superhuman Go. Once students connect their school's Canvas learning management system, it helps them plan the week, rank assignments, and prepare for exams.Superhuman blogNovember 2, 2026

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