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TFX: A TensorFlow-based production scale machine learning platform
- PaulHoule 9y agoBrilliant! > We want the user to treat data errors with the > same rigor and care that they deal with bugs in code. > To promote this practice, we allow anomalies to be > filed just like any software bug where they are > documented, tracked, and eventually resolved. If a human screws something up we expect that person to fix it. If an A.I. screws up, we're like "we're within 2% of the best score on Kaggle so we're doing pretty good". A.I. is not going to replace humans until we have a disciplined process to get it to work right.