calibration
3 Articles
Conformal RAG Guarantees: A Loss-and-Denominator Audit
A 2026 audit of conformal RAG guarantees: compare set coverage, bounded loss and selective error, inspect SAFER's finite budget, and reproduce a scoped binomial test with synthetic counterexamples.
October 18, 2026• 22 min read
conformal rag guaranteesconformal predictionconformal risk control
Data Extraction Error Analysis: Source or Extractor?
A 2026 research report on data extraction error analysis: separate source and extractor errors with a provenance worksheet, identical-holdout ablations, eligible denominators, and calibrated uncertainty.
October 12, 2026• 24 min read
data extraction error analysissource errorsextraction errors
What Does a Fact-Verification Benchmark Test?
A 2026 guide to fact-verification benchmarks, covering system boundaries, evidence regimes, dataset scales, metric validity, leakage, and benchmark selection.
September 22, 2026• 24 min read
fact verification benchmarkautomated fact checkingclaim verification