Stories

Tech Logic

Tracks the technical systems, bottlenecks, and standards that reshape industrial power before they become mainstream narratives.

TSO / High confidence

AGI and the Singularity: An In-Depth Analysis of Nearly Ten Thousand Predictions

Based on research by AIMultiple, this article comprehensively analyzes nearly ten thousand predictions regarding the arrival of Artificial General Intelligence (AGI) and the singularity. The study finds that predictions range from 2030 to 2100, with most experts predicting that AGI will be achieved by the middle of this century. Factors influencing these predictions include the growth of computing power, algorithm efficiency, and data availability. The article also discusses the divergence between techno-optimists and cautionists, as well as the potential impact of the singularity on society.

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TSO / High confidence

AI Agents in Healthcare: Applications, Evaluation, and Future Directions

With the rapid development of large language model technology, AI agents have rapidly emerged in the healthcare domain. This article reviews the historical evolution and core characteristics of AI agents, and systematically analyzes their applications in auxiliary diagnosis, clinical decision support, medical report generation, patient chatbots, healthcare system management, and medical education. In addition, the article discusses existing evaluation frameworks and proposes seven future development directions, including integration with physical systems, mixture of experts models, expanded evaluation paradigms, safety and controllability, ethical governance and user trust, and guidance for the evolving roles of healthcare professionals.

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