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Tech LogicIntelligence Frontier

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.

Aug 3, 2026
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Tech LogicIntelligence Frontier

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.

Aug 2, 2026
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Capital FlowSector Deep-dive

Best Holding Company: The Cornerstone of Long-Term Investment

The key to long-term investing lies in selecting companies with wide economic moats. Morningstar analysts have identified a group of high-quality enterprises capable of consistently delivering returns over the next 20 years, spanning sectors such as consumer, financials, healthcare, industrials, and technology. The article elaborates on the common characteristics of these companies and reminds investors to be mindful of valuation risks, advising that these firms should be added to a watchlist rather than bought blindly.

Aug 1, 2026
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Auto DynamicsSmart Cockpit & ADAS

L3 and L4 Advancing in Parallel: Changan Automobile's Dual-Track Ambition in Autonomous Driving

Changan Automobile has officially obtained an L4-level Robotaxi testing license, having previously received China's first L3-specific license. Its dual-track strategy relies on the Tianshu end-to-end large model to achieve technological homology across L2/L3/L4, accelerating validation under Chongqing's complex road conditions.

Aug 1, 2026
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