Proof of Quality Finds All Nine Errors
Summary
Sapien reports results from a pilot on real product data where Proof of Quality found all nine labeling errors across 250 automotive labels. The trial verified improved model accuracy, protected correct labels, and reduced human review by 74 percent while maintaining a verifiable record of the process. Read the full blog post for details.
Our first pilot on real product data put Proof of Quality through a practical test: could it find bad labels, protect good ones, improve models, and reduce human review?
Across 250 labels, it delivered all four with a verifiable record of the process.
Read the full blog post: https://www.sapien.io/blog/how-proof-of-quality-caught-all-nine-errors-in-an-automotive-training-data-trial
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How Proof of Quality Caught All Nine Errors in an Automotive Traini...
See how Proof of Quality found mislabeled ML training data, improved model accuracy, and cut human review by 74% through AI triage.
