告别「手搓Prompt」，前美团高管创业，要让物理世界直接成为AI提示词

Core Viewpoint - The article discusses the emergence of Looki, an AI hardware aiming to enhance human-machine interaction by transforming real-world scenarios into contextual data, moving from passive responses to proactive engagement [1][2]. Group 1: Looki's Purpose and Technology - Looki aims to fill the gap in large models' "sensory intelligence" by converting real-time visual and auditory signals into contextual data, thus driving AI to think and serve users more effectively [4][28]. - The Looki L1 device, weighing only 30g, is designed to operate as a multi-modal perception system, capturing the physical world continuously and efficiently [6][8]. - The founders of Looki, with backgrounds in autonomous driving and smart hardware, leverage their expertise to adapt perception algorithms from driving to everyday life [9][10]. Group 2: Data Management and User Context - Looki employs a "data flywheel" approach to create a personalized context for users, transforming raw data into structured memories that the AI can efficiently access [12][15]. - The system addresses two major challenges in multi-modal models: understanding long-sequence data and managing context explosion, ensuring privacy and security in data handling [14]. Group 3: Transition to Proactive AI - The article highlights a shift from manual prompts to proactive AI, where enriched context allows for anticipatory actions by the AI, marking a transition from chatbots to agentic AI [17][18]. - Looki's capabilities include automatic video editing, identifying significant moments in users' lives, and providing insights based on accumulated data, thus evolving into a second brain for users [20][24][30]. Group 4: Future Vision - Looki envisions its hardware as a data interface that evolves beyond its current form, aiming to address the data hunger of the physical world and help users accumulate valuable personal data assets [29]. - The ultimate goal is for AI to possess a sense of presence, transforming it from a mere tool into an integral part of users' daily lives [30][31].