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Good QC for RL Data

seancai.com · 2,670 words · saved by 4 readers

Read my thoughts on Good QC for RL Data

This is a preview piece - for more writing and a state of data report, visit my substack . In January, I proposed a new definition for Type 1, Type 2 data, pending drastic need from the data industry on how to evaluate data quality. A conscious side-effect of the shift to longer horizon regiments is increased need for model-based QA, far beyond the body-shop capabilities of current day data companies. The progression of what data markets we entered first directly corresponded to how verifiable we could make each one. We filtered the hard domains out of the field at the infrastructure layer, fi

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