Intelligent Computing as the Foundation · Ecological Win-Win | Grid World × DeepSeek: Large Model Technology Drives the Intelligent Transformation of the Geological Industry
2025-12-16By 2025, China's large model ecosystem has witnessed diversified development, forming a trinity development pattern of algorithm breakthroughs - computing infrastructure - scenario implementation. Driven by both the innovation in ultra-large-scale parallel computing systems and the construction of national intelligent computing center clusters, the parameter scale of domestic large models has exceeded the trillion level, with the Mixture of Experts (MoE) architecture and multimodal fusion technology becoming the mainstream paradigm. Notably, the per-unit training cost has plummeted compared with 2023, accelerating the leapfrog development of industrial applications from pilot verification to large-scale deployment. As a benchmark enterprise in tackling Artificial General Intelligence (AGI) technology, DeepSeek has achieved a training energy efficiency ratio far exceeding the industry average through its collaborative innovation model (algorithm optimization - computing power scheduling - data governance), and its open-source ecosystem has covered most AI application development teams across the country.
Grid World: A Pioneer in the Digital and Intelligent Transformation of the Geological Industry
As a pioneer and leader in the field of 3D geological modeling and visualization, Grid World has devoted over 20 years to in-depth cultivation in the digital and intelligent transformation of the geological industry. Relying on its profound accumulation and remarkable achievements in 3D geological modeling and visualization at home and abroad, the company has secured a pivotal position in the industry. For years, innovation has always been Grid World's core driving force. Leveraging its rich industry service experience and cutting-edge practical achievements, the company has devoted tremendous efforts and made outstanding contributions to the key technological breakthroughs in geological transparency.
Focusing on the Application of Vertical Large Models in the Geological Industry
At the forefront of geological information technology, Grid World's R&D team has always focused on the innovative application and technological breakthrough of industry-specific vertical large models. Since launching a special research project in 2023, the company has pooled advantageous resources to carry out independent R&D on generative AI geological large models, and continuously advanced the innovative application of large models in the geoscientific field through the multimodal fusion technology approach. On the other hand, Grid World has successfully completed the local deployment of DeepSeek series models, laying a solid technical foundation for cross-terminal intelligent office work and greatly improving office efficiency. The company's independently developed Transparent Earth Engine Platform boasts numerous highlights: it has successfully integrated the DeepSeek-R1 agent architecture and launched a landmark knowledge-enhanced question-answering engine for the geological industry. This engine provides accurate and efficient solutions to thorny issues such as the interpretation of geological safety regulations and the optimization of geological modeling parameters in numerous scenarios including smart mines, smart cities, smart water conservancy and smart oceans.
Grid World has always practiced a dual-track technological strategy of"Foundation laid by independent innovation, empowerment via an open ecosystem", forging a differentiated development path in the geology + AI field. On one hand, based on geological scientific mechanisms and industry knowledge bases, the company is developing a generative AI geological large model with complete intellectual property rights, building a full-stack technical system from the underlying architecture to the application layer. On the other hand, through in-depth adaptation to domestic general-purpose large models such as DeepSeek, the company has created a hybrid intelligent engine featuring "vertical large models as the core + general-purpose large models as support". This dual-engine driving model will effectively drive the evolution of the geological industry from traditional operation methods to an AI-augmented intelligent paradigm.
Looking to the future, Grid World will continue to advance the technical route of "independent and controllable + open integration". By jointly building a geological intelligence ecological alliance with industry partners, the company will work with them to create scenario-based intelligent solutions for the geological industry, and empower the high-quality development of the geological industry with a technology foundation built on independent innovation.


