In recent years, artificial intelligence projects have been dominated by massive budgets and intensive chip usage. However, a new Chinese startup, DeepSeek, has emerged, disrupting conventional expectations by striking a balance between low cost, minimal chip usage, and high performance.
In particular, the V3 model, introduced in December 2024, was trained with an impressive 671 billion parameters using only 2,048 Nvidia H800 GPUs—achieved with a relatively modest budget of just $5.6 million.
This development made waves not only in Silicon Valley but also across the global tech ecosystem.
What is DeepSeek?
DeepSeek is an AI research company founded in 2023 by Liang Wenfeng, who is known for developing AI-driven trading algorithms in the hedge fund sector. From its inception, the company has focused on high-parameter yet cost-effective AI models, quickly gaining attention with its various iterations.
- DeepSeek Coder (November 2023): The company’s first model, designed for coding tasks, was released for free under the MIT license.
- DeepSeek LLM (November 2023): A general-purpose large language model with 67 billion parameters. While it reached a level comparable to competitors like GPT-4, it faced some scalability challenges.
- DeepSeek-V2 (May 2024): A cost-effective model that gained popularity by offering a remarkably low rate of 2 RMB per million output tokens.
- DeepSeek-V3 (December 2024): The flagship model with 671 billion parameters, trained on 14.8 trillion tokens. It was developed at a total cost of only $5.58 million, making it significantly more budget-friendly than comparable models from giants like OpenAI and Google.
- DeepSeek R1-Lite-Preview (November 2024): A model focused on logical inference, mathematical reasoning, and real-time problem-solving. It is reported to perform at a level similar to OpenAI’s o1 model.
In December 2024, the DeepSeek app quickly rose to the top of the App Store charts, causing a stir, particularly in Silicon Valley.
Its rapid ascent within the Apple ecosystem, combined with its emerging reputation for high performance at low cost, had a noticeable impact on technology markets, including NASDAQ.
Even Japanese companies supplying AI chips and hardware were affected by this disruption, with stocks of firms like Advantest and Tokyo Electron experiencing significant declines.
The Chinese government has signaled its commitment to remaining competitive in the AI race by announcing a $138 billion (1 trillion Yuan) investment in the sector over the next five years.
As a result, startups like DeepSeek are expected to expand into fields such as the Internet of Things (IoT), cloud computing, and enterprise AI solutions. This focus on cost-effective and accessible technology could open up significant opportunities in global markets.
What is DeepSeek Chat?
DeepSeek Chat is an AI-powered conversational platform developed by DeepSeek. It provides users with an artificial intelligence assistant that interacts through natural language processing (NLP) technology.
Such AI chat systems are commonly used in customer service, personal assistance, information retrieval, and various automation tasks. Leveraging advancements in AI and machine learning, DeepSeek Chat aims to enhance user experience by offering a system capable of understanding and processing complex queries.
What Are the Advantages of DeepSeek?
DeepSeek has rapidly become one of the most downloaded applications on Apple’s App Store, quickly gaining millions of users through both its mobile experience and desktop integration. Its standout advantages include:
- Deep Learning Models: Algorithms that efficiently handle complex tasks with speed and accuracy, saving both time and labor.
- Turkish Language Support: Special optimizations for local users, making text processing and content creation in Turkish much more accessible.
- Versatility: A platform that serves a wide range of users by supporting content creation, translation, coding, and educational material development.
- User-Friendly Interface: A simple and intuitive design that allows anyone to use it effortlessly, without requiring technical expertise.
- API Integration & Cost Efficiency: Seamless and affordable integration with other applications, providing businesses with a competitive edge.
With all these advantages, DeepSeek stands out among competitors like ChatGPT. Its technological capabilities, user-friendly structure, and cost-effective integration options position it as a strong contender in the future of the AI ecosystem.
Use Cases of DeepSeek
DeepSeek AI is an innovative artificial intelligence platform designed to address the growing demands of data processing, text analysis, and automation across various industries.
By offering solutions to both businesses and individual users, it enhances speed, efficiency, and strategic planning, making it an invaluable tool in multiple domains.
Here are some of its primary use cases:
Data Analysis & Business Intelligence
DeepSeek AI leverages advanced algorithms to analyze diverse data sources, including sales, finance, inventory, and customer interactions. It enables managers to access real-time reports and make data-driven strategic decisions swiftly.
Content Creation & Language Processing
With its high-accuracy natural language processing (NLP) capabilities, DeepSeek AI excels in text generation, editing, and translation.
This feature is particularly beneficial for content creators, bloggers, and marketing teams writing ad copies—helping them save time while ensuring high-quality output. From the entertainment industry to corporate communications, its language processing capabilities streamline workflows.
Education & Research
DeepSeek AI is an excellent tool for academic research and educational institutions. It can conduct extensive literature reviews and perform multidimensional data analysis efficiently.
The platform also allows for personalized learning strategies by tracking student performance. In research projects, it facilitates summarizing academic papers and conducting relational analyses of various datasets—saving valuable time for researchers.
Customer Experience & CRM Management
Properly categorizing and interpreting customer feedback is crucial for maintaining a strong brand reputation.
DeepSeek AI enhances efficiency in customer service departments by intelligently managing and responding to incoming queries, ultimately improving the overall customer experience.
How to Use DeepSeek?
Since December 2024, DeepSeek has been available on the App Store for iPhone users and can also be downloaded via Google Play Store.
To get started, visit chat.deepseek.com and create a free account. Users can choose between individual and business account options based on their needs.
After signing up, you can select from models like “R1-Lite” or “V3”, depending on your requirements—whether for coding, data analysis, or content creation.
DeepSeek AI vs. ChatGPT: Which One Is Better?
As two major players in the AI industry, DeepSeek AI and ChatGPT share similar technological foundations but excel in different areas of expertise.
Both platforms offer text processing capabilities, but their primary focus sets them apart:
- DeepSeek AI specializes in industry-specific data analysis and automation.
- ChatGPT, on the other hand, stands out in human-like conversation and creative text generation.
The key distinction between the two lies in their intended use cases. If you need to process large-scale datasets or generate strategic reports for business processes, DeepSeek AI is the better choice. However, if your use case involves natural language interactions and content creation, ChatGPT may be more suitable.
Performance & Capabilities
Both platforms leverage deep learning to achieve high performance in language processing. They effectively handle tasks such as text analysis, sentiment detection, and rapid response generation.
With their online availability and API integration capabilities, both AI models offer flexible frameworks that can power applications and web services. This makes them strong candidates for businesses seeking efficiency and speed.
- DeepSeek AI takes the lead in big data analysis and process automation. It seamlessly integrates with CRM and ERP systems, providing businesses with actionable insights for strategic decision-making.
- ChatGPT, in contrast, is designed for interactive conversations and creative text generation, making it ideal for chatbots, customer support, and content marketing.
Which One Should You Choose?
- If your priority is solving complex business problems and deriving insights from large datasets, DeepSeek AI is the go-to platform.
- If you need a conversational AI that can generate human-like text and engage users, ChatGPT is the better fit.
Ultimately, the best choice depends on your specific needs and project goals. Whether it’s automation and data-driven decision-making or dynamic interactions and content generation, each platform brings unique strengths to the table.
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