Avoiding Data Leakage in Synthetic Data Projects
Synthetic data offers vast opportunities for machine learning model training without real-world constraints. Yet, beneath this promise lies the risk of…
Read more →Openlayer, backed by Y Combinator, provides a platform for evaluating and monitoring both traditional ML and LLM systems, running more than 100 automated tests for issues including prompt injection, PII leakage, hallucinations, and data-quality problems, with offline evaluation, real-time monitoring, and alignment to compliance frameworks such as ISO/IEC 42001 and NIST.
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