What is R1 in DeepSeek AI? Check the Answer Here!

Bittime - DeepSeek R1 is an open-source AI model from China-based company DeepSeek. So, what is R1 in DeepSeek AI? Keep following this review so you know more about this viral AI chatbot!

DeepSeek R1 is claimed to have capabilities comparable to leading AI models from American companies. However, this platform can be accessed with much lower operational costs. 

So, what exactly is DeepSeek R1, how does it work, and what are its advantages over other AI models? This article will discuss it in full.

What is R1 in DeepSeek AI?

Source: Mashable

DeepSeek R1 is an artificial intelligence model developed by DeepSeek, an AI startup from China. 

This model was released in January 2025 and is an open-source language model capable of carrying out various text-based tasks such as answering questions, writing, editing, as well as programming and mathematical calculations.

One of the main advantages of DeepSeek R1 is its cost efficiency. Compared with other advanced AI models, DeepSeek R1 requires only a fraction of the computing resources typically used by models in its class. 

This makes it an attractive alternative for companies and individuals who need advanced artificial intelligence at a more affordable cost.

Read also: How is DeepSeek different from ChatGPT? Check out the comparison!

How Does DeepSeek R1 Work?

DeepSeek R1 uses the architecture Mixture of Experts (MoE). This is a method that allows an AI model to work more efficiently by activating only part of its neural network for each task. 

In this way, DeepSeek R1 can provide accurate results without requiring large computing power like other AI models.

Additionally, DeepSeek R1 also uses reinforcement learning (reinforcement learning) and supervision-based tuning (supervised fine-tuning). 

This process allows the model to improve its reasoning abilities, verify its own answers, and provide a more detailed explanation of a problem.

What Can DeepSeek R1 Do?

As an advanced AI model, DeepSeek R1 can perform a variety of text-based tasks, including:

• Creative Writing: Assist in creating articles, stories and other content.
• Programming: Write, proofread, and explain programming code.
• Data analysis: Analyze large amounts of data and present comprehensive reports.
• Math & Science: Solve and explain mathematical problems and complex scientific concepts.
• Customer Service: Automate chatbots to handle customer inquiries.
• Education: Functions as a digital tutor that provides learning tailored to user needs.

Read also: Is DeepSeek AI Free or Free?

DeepSeek R1 Usage Example

You can use DeepSeek R1 for various purposes. The following is an example of using this AI chatbot from China:

1. Software Development

A programmer can use DeepSeek R1 to write and proofread programming code, as well as provide explanations of complex programming concepts.

2. Educational Support

DeepSeek R1 can be used by students to help understand difficult mathematical concepts by explaining the calculation steps in detail.

3. Content Creation

Journalists and writers can use DeepSeek R1 to assist in research, article creation, and text editing.

DeepSeek R1 Limitations

Even though it has many advantages, DeepSeek R1 also has some limitations. These include:

• Mistakes of Fact: This model can still produce answers that are not completely accurate.
• Language Bias: Tends to be better at Mandarin and English than other languages.
• Sensitivity to Questions: Some politically sensitive topics may not be answered transparently.

Differences between DeepSeek R1 and Other Models

Source: Financial Times

This AI model from DeepSeek has several differences compared to other AI chatbots. The following are some of the differences that Bittime summarizes:

1. Operational Costs

Compared to models such as the GPT-4o and Claude 3.5 Sonnet, DeepSeek R1 offers significantly lower operational costs due to the efficiency of its architecture.

2. Open Source vs. Open Source Closed

DeepSeek R1 is open-source, allowing developers to customize and use it freely. In contrast, models like GPT-4o and Claude 3.5 Sonnet are closed and paid.

3. Reasoning Ability

DeepSeek R1 excels at tasks that require complex reasoning, especially in programming and mathematics, compared to some of its competitors.

Read also: Is there a problem with DeepSeek? Safe or Not?

Conclusion

DeepSeek R1 is an exciting innovation in the world of artificial intelligence. With its low operational costs, open-source nature, and other advantages, DeepSeek R1 is an attractive choice for individuals and companies who want to utilize artificial intelligence with high efficiency. 

However, like other AI models, DeepSeek R1 also has limitations that need to be considered before using it in certain scenarios. With AI advancing rapidly, it will be interesting to see how the DeepSeek R1 and similar models continue to develop in the future.

FAQ 

1. What is DeepSeek?

DeepSeek is an AI research company from China that has begun to attract attention since releasing advanced AI models such as DeepSeek V3 and R1. Unlike many of its competitors, DeepSeek focuses on pure research without rushing to commercialize its technology.

2. How does DeepSeek compare to OpenAI and Google?

DeepSeek V3 and R1 have comparable performance to OpenAI's GPT-4o and Google's Gemini 2.0, but at a much lower price. R1 is even OpenAI o1's main competitor in the reasoning model category.

3. Can DeepSeek be used for free?

Yes, DeepSeek provides chatbots that can be used for free via its website and mobile apps (iOS and Android) without requiring a subscription. However, a recent cyber attack caused a temporary disruption in new user registration.

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Reference 

Belbow, What Is DeepSeek-R1?, accessed January 30, 2025.

Lawfare, What DeepSeek r1 Means—and What It Doesn’t, accessed January 30, 2025.

Medium, Explaining DeepSeek R1: The Model That Redefines AI Reasoning, accessed January 30, 2025.

Author: Y