EP 34: DeepSeek R1 vs GPT-4: The ...
EP 34: DeepSeek R1 vs GPT-4: The $6M Model That Changed AI Economics

Data Science With Sam di Soumava Dey

Note sull'episodio

In January 2025, Chinese AI lab DeepSeek released DeepSeek R1—a model matching GPT-4 class performance at a fraction of the training cost. It wiped $600 billion off NVIDIA's market cap in a single day. Twelve months later, the ripple effects are still reshaping the AI industry.

This episode cuts through the "China beats America" headlines to explain the actual technical and economic implications. DeepSeek R1 benchmarked comparably to OpenAI's O1 on reasoning tasks. The shock wasn't performance—it was cost. DeepSeek claimed under $6 million in training costs versus hundreds of millions for comparable Western models.

What changed: The assumption that massive compute spending creates an insurmountable moat for frontier AI models was proven wrong. Smaller labs with less funding can now compete effectively. This turbocharged efficiency r ... 

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