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25 min read
The Dialect Moat Has Gone: What Regional Social Listening Platforms Have to Build Next
Crowd Analyzer, Lucidya, AIM and dima built a category on the claim that global tools cannot read Arabic dialects. Frontier models absorbed most of that capability, and the published accuracy figures do not survive contact with the open benchmarks. A look at what remains defensible, why fine-tuning is the next real differentiator, and what classification actually costs per million posts.
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