An expression appearing in a record is not automatically verified. Its origin, production and possible support for a claim must be read together.
KLM addresses knowledge provenance and assessment traces. Autorite examines which conditions allow a research record to establish a result.
KLM — Knowledge Layers Model
An open-source record contract and validation toolkit for knowledge provenance, evidence relationships and assessment traces in language-model outputs.
ActiveKLM: why unknown is not zero
What changes when a missing measurement becomes zero? KLM’s honest-null principle and epistemic states.
PublishedA first KLM validation
Run the validator against valid and invalid records, and read the scope of a conformance result correctly.
PublishedThis connects to
Support for an expression of knowledge is distinct from the record containing it.
Applicability of knowledge is read alongside task and source conditions.