Enterprise AI · Jul 22Enterprise software is undergoing the biggest architectural transformation since SaaS, with intelligent agent applications shifting from record systems to outcome systems, automating complex business processes, and improving efficiency and decision quality. Taking Oracle Fusion as an example, it analyzes market impact, competitive landscape, and business insights.
AI Models · Jul 21Nature published a perspective article, proposing that understanding large language models requires distinguishing between human projection and machine cognition, and that the framework of machine empiricism may change the logic of R&D, investment, and evaluation in the AI industry.
AI Models · Jul 20NVIDIA launches RoboLab simulation benchmark platform, addressing key issues in current robot policy evaluation such as visual domain overlap, benchmark saturation, insufficient diagnostics, and low statistical confidence, providing a set of robot-agnostic, rapidly generable task analysis tools to advance general robot policies toward real-world deployment.
AI Briefs · Jul 19While the industry focuses on cutting-edge models, open-source models have quietly taken over large-scale production workloads. According to Hugging Face data, Chinese open-source models account for 41%, and enterprises are turning to building their own models to avoid vendor lock-in.