As AI shifts from an auxiliary tool to a core driver of industrial transformation, traditional terminal-side AI solutions face challenges in addressing fragmented and diverse business demands. High development and maintenance costs, slow market responsiveness, constrained computing resources, and inflexible model migration hinder widespread adoption.
The rise of multimodal large models has illuminated new possibilities for terminal-side AI. With parameter scales expanding from hundreds of millions to trillions and training datasets growing continuously, these models demonstrate significant improvements in complex task handling, knowledge retention, and generalization capabilities. This provides robust and comprehensive information support for intelligent decision-making, vastly broadening the application horizons of terminal-side AI.
Leveraging deep expertise in AI technologies, Hongdian introduces TM Agent—a revolutionary terminal-side intelligent agent integrated with multimodal large models. Deployed on Hongdian’s next-generation IoT smart terminals, TM Agent combines terminal and cloud capabilities to achieve end-to-end automation, from data collection, multimodal analysis, and decision-making to real-time execution. This innovation equips terminals with advanced perception and processing power, driving intelligent transformation across industries.
Core Advantages of TM Agent
1. Enhanced Generalization
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Integrates multimodal data (images, videos, text) for comprehensive scene understanding.
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Reduces reliance on scenario-specific training.
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Improves adaptability to dynamic environments.
2. Flexible Customization
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Configures targets, events, and actions via natural language instructions.
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Streamlines personalized workflow design without coding.
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Lowers development costs and accelerates deployment.
3. Concurrent Processing
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Supports parallel execution of multiple AI models.
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Enhances real-time performance for multitasking (e.g., multi-target detection, multi-video stream analysis).
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Optimizes operational efficiency and resource utilization.
4. Terminal-Cloud Synergy
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Combines terminal-side efficiency with cloud-based scalability.
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Balances real-time responsiveness and accuracy for industrial-grade reliability.
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Ensures stable operation in complex environments.
Key Features of TM Agent Smart Terminals
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High-Performance Computing: On-device processing for large-scale multimodal models.
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Autonomous Adaptation: Self-optimizing capabilities for evolving scenarios.
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Modular Architecture: Flexible deployment tailored to diverse requirements.
Innovative Breakthroughs
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Multimodal Fusion: Unifies discriminative AI and generative models for dynamic decisions.
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Closed-Loop Automation: Seamlessly links perception, analysis, and execution.
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Scalable Intelligence: Rapid deployment and upgrades through software-defined frameworks.
TM Agent redefines terminal-side AI, transforming devices into autonomous, intelligent nodes. It empowers industries to embrace agility, precision, and innovation—paving the way for the next generation of smart systems.
