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https://martinfowler.com/articles/deepseek-papers.html

DeepSeek's AI Research: A Simplified Overview

3 main focus area
- Making AI Models More Efficient --> powerful AI models that use less computer memory and cost less to run
- Smart Computer Design --> AI models + computer systems to work together perfectly
- Teaching AI to Reason Better --> help their AI learn to think step-by-step through problems

DeepSeek shows how to build powerful AI systems that
- Are more affordable to run
- Can handle longer documents (up to 128,000 words at once)
- Can work through complex problems with better reasoning