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The unit economics of large language model inference are defined by the cost per token.
This metric dictates whether an AI provider can scale usage without eroding margins, a critical constraint for any company approaching a public listing.
Anthropic has introduced a new, more affordable version of its Claude model to address this specific bottleneck.
The release is designed to sharpen the company's financial narrative for investors ahead of a blockbuster listing.
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