Tag: Benchmarks

  • The Tradeoffs a Benchmark Score Can Hide

    The Tradeoffs a Benchmark Score Can Hide

    An overall result can conceal where performance improves and where it deteriorates. Evaluation becomes more useful when business priorities remain visible alongside the score. What the total combines Imagine two AI systems extracting information from shipment records. Most fields are routine identifiers, while a smaller subset describes exceptions that change how a shipment should be…