This DeepSeek demo shows how good the Chinese AI model is at math and reasoning
Jan 27, 2025 - businessinsider.com
DeepSeek, a Chinese AI lab, has developed AI models that rival top Silicon Valley offerings, particularly excelling in complex tasks. The models utilize an inference-time compute approach, breaking queries into smaller tasks and tackling each as a new prompt. This method, known as the inference stage, allows the model to process each step of a query individually. DeepSeek's DeepThink mode showcases the model's thought process, making it effective in solving challenging math problems, as demonstrated in a test conducted by Business Insider. The test involved a multistep math problem from the American Invitational Mathematics Examination, which the model solved by systematically exploring different strategies and backtracking when necessary.
During the demonstration, DeepSeek's model tackled a problem requiring the use of numbers 7, 3, 11, and 5 with basic arithmetic operations to achieve the result of 24. The model initially struggled, making errors and repeating potential solutions, but it persisted and eventually found the correct answer. The AI's ability to adapt its strategy and explore various approaches was highlighted as a key strength. Charlie Snell, an AI researcher at UC Berkeley, noted the model's understandable chain of thought and its capacity to handle complex problems by thinking in stages.
Key takeaways:
DeepSeek's AI models rival top Silicon Valley offerings, excelling in complex tasks.
The models use inference-time compute, breaking queries into smaller, manageable tasks.
DeepSeek's DeepThink mode shows its thought process, solving challenging math problems.
DeepSeek's model demonstrated problem-solving skills by finding a solution to a complex math problem through systematic thinking and backtracking.
