data integration
2 Articles
Testing Streaming Truth Discovery Under Drift
A 2026 research guide to streaming truth discovery, separating one-pass computation, evolving truth and source reliability drift with decision matrices and failure-injection metrics.
September 22, 2026• 21 min read
streaming truth discoverydynamic truth discoverysource reliability
Multiple Sources of Truth: An Assumption Audit
A 2026 assumption audit for multi-truth data integration, comparing LTM, MBM, and DART with worked claim matrices, omission semantics, provenance, and evaluation metrics.
September 22, 2026• 21 min read
multiple sources of truthmulti truth discoverydata integration