The suggested reason why companies collect more data is to create longer tests for better algorithms. By gathering extensive data, companies can improve their algorithms through more comprehensive testing and fine-tuning, ultimately leading to better performance and user experience. Collecting larger datasets allows for more accurate modeling and insights into user behavior, which can enhance products and services.
The option of minimizing user engagement does not align with typical business objectives, as most companies aim to maximize engagement to drive growth and retention.