The rise of DeepSeek-R1 has sent shockwaves through Silicon Valley, earning a top three spot on the competitive large model leaderboard, standing shoulder to shoulder with ChatGPT-4o, and even taking the number one position in complex prompt word and style control. This remarkable achievement has captured the attention of Silicon Valley’s elite.
Described as a “mysterious Eastern power,” DeepSeek continues to make waves in the Valley. Across various dimensions, DeepSeek-R1 has maintained its lead. Users who have tested the model report that it only lost 4 or 5 out of 30 battles. Yann LeCun, a Turing Award winner, has offered a fair assessment of DeepSeek, recognizing it as a representation of the power of open source.
Key Information About DeepSeek
How DeepSeek Makes Money:
DeepSeek is owned by幻方量化, a company with top-tier scientists and ample computing resources. Essentially, DeepSeek is a “byproduct” of their main operations.
Reasons for DeepSeek’s Success:
– Innovation First Principle: A focus on fundamental AGI research and innovation.
– Revolutionary Architecture: Adoption of a novel MLA architecture, reducing costs.
– Unique Company Culture and Talent Strategy: A bottom-up organizational structure that values creative passion.
– Commitment to Open Source: Belief in the importance of open source for building a robust technology ecosystem.
– Computational Challenges: The main constraint is access to high-end computing power.
Background on DeepSeek:
Liang Wenfeng, the founder of DeepSeek, graduated from Zhejiang University with a degree in Information and Electronic Engineering. He led a team using machine learning and other technologies to explore fully automated quantitative trading. In 2015, Liang co-founded幻方量化 with fellow alumni, and by 2017, they had fully AI-ified their investment strategies.
DeepSeek’s Business Model and Success Factors
DeepSeek is not profit-driven but rather a “byproduct” of幻方量化, which boasts formidable computing power and talent resources.
Success Factors:
– Concentration on basic AGI research and innovation.
– Use of innovative MLA architecture to lower costs.
– A bottom-up organizational structure that prioritizes local young talent.
– Dedication to open source, aiming to establish a powerful technology ecosystem.
– Facing computational challenges, with the main bottleneck being high-end computing power.
Overview of DeepSeek:
DeepSeek, controlled by幻方量化, has made significant strides in the AI field with its R1 model. The company focuses on AGI research, innovative architecture, open source commitment, and talent development.
The stunning debut of DeepSeek-R1 has left Silicon Valley in awe. The key points of its success are outlined below, showcasing the strength of an open source model and the visionary approach of Liang Wenfeng and his team.
As DeepSeek continues to carve out a name for itself in the realm of AI, its business model, innovative principles, and the challenges it faces are becoming topics of hot discussion. The story of Liang Wenfeng and幻方量化, from quantitative trading to AI research, and the establishment of DeepSeek, is a testament to the company’s evolution and the potential of open source in shaping the future of technology.
