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The Context Window Arms Race: Why Maxing Out Context Isn't the Right Scaling Strategy
The pitch sounds reasonable on paper: fit more context, understand more, generate better. Context window size has become the primary marketing battlefield for frontier AI labs, with vendors announcing million-token contexts as if bigger is automatically better. But the numbers tell a different story, and the most telling data point