给机器人造一颗会思考的大脑，白惠源的“反共识”突围

Core Viewpoint - The article emphasizes the need for robots to possess a "thinking" brain that understands the causal relationships of the world, rather than merely focusing on perfecting their physical forms. This perspective is articulated by Bai Huiyuan, the founder and CEO of Infiforce, who argues that the essence of embodied intelligence lies in the brain's ability to perceive and predict the physical world [1][2][3]. Group 1: Industry Context - In 2023, Bai Huiyuan left Alibaba to establish Infiforce amidst a competitive landscape where many companies were focused on hardware advancements, leading to a "body-making" arms race in the robotics industry [2]. - The robotics industry is currently characterized by a fascination with hardware, with companies competing on joint flexibility and human-like movements, while neglecting the cognitive capabilities of the robots [2][3]. - Infiforce aims to break this trend by focusing on developing a "thinking" brain that can adapt to various bodies and understand the physical world, rather than merely enhancing hardware specifications [3][12]. Group 2: Technological Approach - Infiforce's technological strategy involves a continuous learning model called Hyper-VLA combined with a causal world model, which contrasts with the mainstream AI approach that primarily relies on correlation [5][6]. - The existing AI models often depend on vast amounts of data for training, which is not feasible in the physical world, leading to issues of data scarcity and lack of robustness [6]. - Infiforce's approach integrates causal reasoning into its models, allowing robots to understand the implications of their actions, thus enhancing their decision-making capabilities in unfamiliar environments [6]. Group 3: Business Development - In 2025, Infiforce secured over 500 million yuan in commercial orders, signaling a significant milestone in the industry, although these orders are seen more as experimental partnerships rather than the launch of standardized products [8]. - The orders came from leading clients in various sectors, including cultural tourism, research, energy, and smart manufacturing, indicating a willingness to invest in the potential of robotics beyond mere demonstrations [8]. - Infiforce's AstroDroid AD series is transitioning from demonstration to pilot projects, where robots are actively engaging in real-world tasks, such as understanding visitor intentions in museums and performing household chores [8]. Group 4: Vision and Future Aspirations - Bai Huiyuan envisions Infiforce becoming an integral part of the robotics ecosystem, akin to "air" and "water," where the core intelligence of future robots will stem from Infiforce [13]. - The ultimate goal is to create robots that seamlessly integrate into human environments, making their intelligence so advanced that users forget they are interacting with machines [13].