FutureHouse
FutureHouse is a nonprofit AI research lab focused on automating scientific discovery in biology and other complex sciences. FutureHouse features superintelligent AI agents designed to assist scientists in accelerating research processes. It is optimized for retrieving and summarizing information from scientific literature, achieving state-of-the-art performance on benchmarks like RAG-QA Arena's science benchmark. It employs an agentic approach, allowing for iterative query expansion, LLM re-ranking, contextual summarization, and document citation traversal to enhance retrieval accuracy. FutureHouse also offers a framework for training language agents on challenging scientific tasks, enabling agents to perform tasks such as protein engineering, literature summarization, and molecular cloning. Their LAB-Bench benchmark evaluates language models on biology research tasks, including information extraction, database retrieval, etc.
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Qwen3.8-Max
Qwen3.8-Max is Qwen’s most capable model to date, built as a Max-class AI model for coding, work, research, long-horizon tasks, and multimodal agents. It scales to 2.4 trillion parameters with 95 billion active parameters and is available through QwenCloud. The model is designed to complete complex, open-ended tasks end to end with greater reliability and minimal human involvement. Qwen3.8-Max supports autonomous coding workflows, agentic development, research reproduction, visual reasoning, document understanding, video analysis, and real-world productivity tasks. It can integrate with popular agent frameworks and coding assistants, including Claude Code, Codex, Qoder CLI, Qwen Code, and OpenClaw. Built for developers, researchers, enterprises, and AI agent builders, Qwen3.8-Max helps teams automate sophisticated work across code, documents, tools, interfaces, and multimodal content.
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DeepAgent
DeepAgent is a powerful general-purpose AI agent that automates complex, end-to-end tasks by connecting natively to your systems and workflows. Through a simple prompt, it can build fully functional web and mobile apps with databases and chatbots, generate specialist-level research reports with interdisciplinary analogies and citations, and produce richly formatted PowerPoint decks complete with content, images, and charts. It orchestrates browser-based operations, such as pulling and analyzing Salesforce data into weekly performance dashboards, while also creating interactive games, themed social-media reels, personalized fitness and meal-planning assistants, and AI-driven customer-support or sales-outreach agents that log interactions automatically. DeepAgent supports bespoke use cases, from contract analysis and resume critique to travel itineraries and market-entry strategies.
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QwenWork
QwenWork is an all-in-one workplace AI agent platform designed to boost productivity for individuals and enterprises with advanced AI models and agentic capabilities. Built on the core capabilities of Qoderwork, Mulerun, and Wukong, it unifies desktop, cloud, and enterprise collaboration agents in a single platform. QwenWork pairs autonomous agent capabilities with web development and built-in multimodal generation, enabling users to create high-quality HTML pages with integrated domain and database services and turn ideas into functional, ready-to-use web applications. Native multimodal capabilities support image, video, and audio generation, reducing the need to switch between multiple AI tools. Available through a cloud-based web interface and desktop client with direct access to local computers, QwenWork is also designed for deep integration with DingTalk.
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