Beyond Intelligent Machines: Consciousness, Control, and the Future of Artificial Intelligence

Engineering notes

Key topics: autonomous driving, large language model, control. See the paper for implementation details and experimental results.

Chinese explanation / 中文解读

中文解读待补充：本站会优先为端到端自动驾驶、BEV感知、3D目标检测、轨迹预测、路径规划、LiDAR感知等高价值论文补充中文说明。

Original abstract

Artificial intelligence has crossed a historic threshold. What began as narrow automation and pattern recognition has evolved into systems capable of reasoning, generating knowledge, shaping economies, influencing geopolitics, and challenging how we define intelligence and humanity itself. AI is no longer merely a supporting technology—it is becoming a foundational force shaping modern civilization. Beyond Intelligent Machines: Consciousness, Control, and the Future of Artificial Intelligence examines what lies beyond today’s AI systems. The book explores not only how AI works, but what it is becoming and how its trajectory may reshape power, identity, labor, security, and even consciousness. Topics range from large language models and agentic AI to embodied intelligence, emotional systems, and emerging questions about machine autonomy and artificial awareness. Rather than treating AI purely as a technical achievement, the book frames it as a socio-technical system embedded within culture, economics, ethics, and global competition. It confronts critical questions: What happens when intelligence scales faster than governance? Can machines exhibit agency without intention? How do we maintain meaningful human oversight as decision-making systems become increasingly autonomous? Written for readers seeking to understand where AI is headed—not just how it works—this book argues that the future of AI will be shaped not only by algorithms, but by the values, constraints, and choices we embed within them today.

Links and sources

• PDF from original source

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