DeepSeek, which has recently become a prominent name in the world of artificial intelligence, has secured its place in the spotlight with its open-source strategy, strong performance, and innovative models. Especially with the release of the DeepSeek-R1 model, the company has challenged industry giants and made a significant impact on the global technology landscape in a short time. 

Founded in Hangzhou, China, in July 2023, DeepSeek made a rapid entry into the industry with its innovative approaches in artificial intelligence. The company's founder, Liang Wenfeng, is also the founder of a hedge fund called High-Flyer, which played a critical role in the establishment of DeepSeek as one of its initial supporters. Liang’s goal is to develop models that can match or surpass human capabilities by reaching the level of artificial general intelligence (AGI).

Secrets of High Efficiency

DeepSeek has recently introduced groundbreaking innovations in the training and performance of artificial intelligence models. One of the most notable methods employed by the company is the Reinforcement Learning (RL) strategy. DeepSeek models are capable of learning through reward and penalty mechanisms without human intervention. This approach enables models to be trained faster and more efficiently using less data.

Another technique is the MoE (Mixture of Experts) architecture. This method improves efficiency and reduces computational costs by activating only the relevant experts for a specific task. This allows DeepSeek to develop high-performance models with significantly fewer computational resources compared to other major players in the industry.

The Knowledge Distillation method is another effective technique that makes DeepSeek’s models more accessible. This approach enables the capabilities of large models to be transferred to smaller and more efficient ones, achieving superior performance at lower costs.

DeepSeek Models

DeepSeek's models are advancing to new levels every day. The DeepSeek-V2 model, released in May 2024, gained attention for its strong performance and low cost, sparking a price war in the industry. Its successor, the DeepSeek-V3 model, demonstrated impressive efficiency in resource usage despite having 671 billion parameters.

One of the latest models, DeepSeek-R1, was released in January 2025 and delivered outstanding results in complex tasks such as reasoning, coding, and mathematics. This model created a significant buzz in the industry as a direct competitor to OpenAI's most advanced models like o1. With its broad context window and high accuracy rate, DeepSeek-R1 has sparked a revolution not only in technology but also in business processes.

Open-Source Artificial Intelligence

DeepSeek also stands out with its open-source strategy, aiming to democratize artificial intelligence technologies. DeepSeek’s models are designed to be accessible and customizable for the coding community. This strategy provides researchers and developers worldwide with the opportunity to further advance artificial intelligence technologies.

Another advantage of being open source is minimizing concerns about transparency and security. Independent researchers can examine DeepSeek's code to evaluate potential security risks. This significantly contributes to increasing user trust and the adoption of DeepSeek.

DeepSeek’s Global Impact

DeepSeek’s innovative models have made a significant impact not only in the world of artificial intelligence but also in the global technology market. The company's open-source and efficient models have set it apart both technologically and commercially. For instance, the successes of DeepSeek have been mirrored in the declining stock values of major chip manufacturers like NVIDIA.

DeepSeek distinguishes itself not only with its powerful performance but also by offering its services free of charge to users. This strategy enhances the accessibility of artificial intelligence technologies, allowing individuals and companies to benefit more from these advancements.

A Roadmap for Future Technologies

DeepSeek has set a new standard in the industry with its innovative techniques and open-source strategy that enhance efficiency. The company’s models are poised to create a turning point in the artificial intelligence world by achieving more with fewer resources.

Doğuş Teknoloji closely follows innovative technologies like DeepSeek and continues to evaluate the advantages these developments bring to the business world. You can also check out our other blog posts about artificial intelligence by clicking here.