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For scientific progress, we need benchmarks that test the limits of state-of-the-art models, and evaluation methods that inform us about failure cases. As models get stronger, standard benchmarks for machine translation are approaching saturation. Further, automatic translation metrics are unreliable, opaque, and vulne...
Application Programming Interfaces (APIs) have evolved from technical integration mechanisms into the fundamental building blocks of digital enterprises. As organizations modernize legacy systems, adopt cloud-native architectures, and integrate artificial intelligence, APIs serve as the connective tissue enabling inter...
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