Sources checked
Validate extracted values after parsing
An original extraction schema might require a source identifier, a date, and an amount. After parsing, check whether the source exists, the date is supported, and the amount matches the supplied document. Keep an explicit outcome for missing evidence.
Required fields should not force invented facts
A schema should not force the model to invent required facts. Design unknown or review states where appropriate and validate business rules before using the output.
What to remember
Validate business rules before acting.
Sources & further reading
How this story was made
Written by Kristian Kostov with AI assistance and checked against the linked sources. Company performance claims are attributed to the company. Analysis reflects AiLookout’s interpretation; we have not independently tested the products discussed. Cover photography is illustrative and does not depict the specific announcement or product.
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