What is DeepSeek?

Founded by Liang Wenfeng, DeepSeek has rapidly emerged as a key player in the AI industry. DeepSeek's mission is to bridge the gap between open and closed AI models, providing accessible and efficient tools for researchers and developers. The company has been described as a “revolution in AI” due to its ability to offer models comparable to those of its competitors at a significantly lower cost.

DeepSeek has achieved this by optimizing resources and implementing advanced training techniques, allowing it to offer high-quality solutions at a fraction of the cost of its competitors.

DeepSeek models

DeepSeek has developed several AI models, the most notable being DeepSeek-R1. This model has been designed to compete with other advanced models such as OpenAI's GPT-4. DeepSeek-R1 is characterized by its efficiency and ability to handle complex natural language processing (PLN) tasks. It uses a Mixture of Experts (MoE) architecture, which allows activating only a subset of parameters per task, thus optimizing resource use. In addition, DeepSeek-R1 has demonstrated superior performance in several benchmark tests, matching or exceeding established AI models in key areas such as coding and logical reasoning.

Advantages and Challenges

Advantages:

• Cost and Efficiency: DeepSeek has succeeded in developing AI models at a significantly lower cost than its competitors, using fewer computational resources. This is crucial for projects that require high resource efficiency.
• Open Source: DeepSeek's models are open source, allowing developers and companies to access and modify the code according to their specific needs. This flexibility is essential for customizing and optimizing AI solutions.
• Accessibility: DeepSeek offers its models free of charge, democratizing access to advanced AI technologies and allowing more researchers and developers to experiment and contribute to the field.

Challenges:

• Privacy and Security: Although DeepSeek's models are open source, there are concerns about data privacy and security, especially in sensitive applications. It's critical to implement robust security and privacy measures when using these models.
• Competence: DeepSeek faces strong competition from tech giants such as OpenAI and Google, which have greater resources and an established user base. The ability to innovate and remain competitive will be key to their long-term success.
• Regulations: International restrictions and sanctions, especially in the field of semiconductors, may affect DeepSeek's ability to access advanced hardware necessary for the development of its models. It is important to monitor and adapt to changing regulations in the global arena.

DeepSeek is an innovation that promises to transform the artificial intelligence landscape. By offering a more intelligent and personalized search experience, it is democratizing access to knowledge and allowing people to find the information they need more quickly and easily.