构建协作层 AI 种子轮拿了 4.8 亿美金，红杉也投了一个 AI Calendly

Core Insights - Humans& has raised $480 million in seed funding, achieving a valuation of $4.48 billion, with investors including Nvidia and Amazon founder Jeff Bezos [1] - The company aims to create an AI model that enhances human collaboration rather than replacing it, focusing on a "Coordination Layer" to improve teamwork and decision-making processes [2][3] Funding and Valuation - The seed funding of $480 million positions Humans& with a valuation of $4.48 billion, indicating strong investor confidence in its vision and potential [1] Company Vision and Goals - Humans& seeks to address the limitations of current AI models, which excel in isolated tasks but struggle with multi-user collaboration and complex decision-making [2] - The goal is to develop an AI system that understands and optimizes human collaboration, moving beyond short-term responses to long-term planning and coordination [2][3] Technical Approach - The company plans to utilize long-horizon reinforcement learning and multi-agent reinforcement learning to train its models for better long-term planning and collaboration in multi-participant scenarios [3][8] - The focus is on creating AI that can understand team intentions, track long-term goals, and coordinate plans among multiple participants [5][8] Team Background - The founding team includes experts from prestigious institutions and companies, such as Stanford, MIT, and Google, bringing a wealth of experience in AI development [6] - CEO Eric Zelikman emphasizes the need for AI to interact in a more human-like manner, understanding the value of questions rather than just optimizing for immediate user satisfaction [7] Market Positioning - Humans& aims to be a universal product akin to a new generation of scheduling tools like Calendly, with a focus on enhancing organizational connectivity and collaboration [9] - The company has already secured over 200 enterprise clients with zero human involvement, showcasing its potential for rapid adoption and scalability [9]