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DeepSeek - What Is It? And What Is Its Implication To AI Investments?

February 19, 20255 min readEsther Wong

DeepSeek burst onto the scene as one of the most technically impressive open-weight models to date, raising fundamental questions about the economics of AI infrastructure and the viability of compute-intensive training paradigms.

DeepSeek burst onto the scene as one of the most technically impressive open-weight models to date, raising fundamental questions about the economics of AI infrastructure and the viability of compute-intensive training paradigms.

DeepSeek analysis slide 1: overview and background — DeepSeek: Overview and Background

DeepSeek analysis slide 2: technical architecture — DeepSeek: Technical Architecture

DeepSeek analysis slide 3: model capabilities — DeepSeek: Model Capabilities

DeepSeek analysis slide 4: benchmark performance — DeepSeek: Benchmark Performance

DeepSeek analysis slide 5: cost efficiency analysis — DeepSeek: Cost Efficiency Analysis

DeepSeek analysis slide 6: training methodology — DeepSeek: Training Methodology

DeepSeek analysis slide 7: inference economics — DeepSeek: Inference Economics

DeepSeek analysis slide 8: market implications — DeepSeek: Market Implications

DeepSeek analysis slide 9: competitive positioning — DeepSeek: Competitive Positioning

DeepSeek analysis slide 10: investment thesis — DeepSeek: Investment Thesis

DeepSeek analysis slide 11: global AI race implications — DeepSeek: Global AI Race Implications

DeepSeek analysis slide 12: China AI ecosystem — DeepSeek: China AI Ecosystem

DeepSeek analysis slide 13: open source strategy — DeepSeek: Open Source Strategy

DeepSeek analysis slide 14: regulatory considerations — DeepSeek: Regulatory Considerations

DeepSeek analysis slide 15: future outlook — DeepSeek: Future Outlook

DeepSeek analysis slide 16: 3C investment perspective — DeepSeek: 3C Investment Perspective

DeepSeek analysis slide 17: portfolio implications — DeepSeek: Portfolio Implications

DeepSeek analysis slide 18: infrastructure investment opportunities — DeepSeek: Infrastructure Investment Opportunities

DeepSeek analysis slide 19: conclusion — DeepSeek: Conclusion

DeepSeek analysis slide 20: key takeaways — DeepSeek: Key Takeaways

DeepSeek analysis slide 21: Q&A — DeepSeek: Q&A

DeepSeek analysis slide 22: appendix — DeepSeek: Appendix

DeepSeek analysis slide 23 — DeepSeek: Additional Analysis

DeepSeek analysis slide 24 — DeepSeek: Supporting Data

DeepSeek analysis slide 25 — DeepSeek: Reference Material

DeepSeek analysis slide 26 — DeepSeek: Final Slides