China Telecom Introduces New Information Capacity Metric for AI Model Evaluation
Written by Emily J. Thompson, Senior Investment Analyst
Updated: Dec 19 2025
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Source: Globenewswire
- Innovative Evaluation Metric: The Institute of Artificial Intelligence of China Telecom has introduced the Information Capacity metric, redefining the assessment standards for large language models by quantifying the ratio of model intelligence to inference complexity, thereby enhancing the accuracy and fairness of model evaluations.
- Intelligence Density Measurement: This metric reveals the intelligence density of models per unit of computational cost, enabling effective comparisons across different architectures and sizes, which optimizes resource allocation and promotes greener model development.
- Dynamic Routing Capability: The introduction of information capacity allows for dynamic routing of models of varying sizes to efficiently handle tasks of differing complexities, particularly relevant to the Device-Edge-Cloud infrastructure under the AI Flow framework, thus improving task processing efficiency.
- Open Source Sharing: All relevant code and data have been open-sourced on GitHub and Hugging Face, facilitating community collaboration to advance the standardization of large model efficiency evaluation, further driving cooperation and innovation in the AI field.
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About the author
Emily J. Thompson
Emily J. Thompson, a Chartered Financial Analyst (CFA) with 12 years in investment research, graduated with honors from the Wharton School. Specializing in industrial and technology stocks, she provides in-depth analysis for Intellectia’s earnings and market brief reports.
