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Today's news highlights the race to build and deploy practical AI agents, from OpenAI's new workflow tools to Meta's error-preventing systems and Gemini Robotics' advanced robot control. This push for real-world application is intensifying global competition, as new models from Alibaba and DeepSeek challenge US leaders like Anthropic and OpenAI. The field's growth is also creating friction, with Apple struggling to manage AI-related bug reports and Citadel Securities forecasting over $500 billion in chip financing debt. Together, these developments signal a critical shift from theoretical AI to scalable, high-stakes industrial and commercial deployment.