Hallucinations generated by language models pose one of the most formidable challenges in the modern AI landscape, especially as real-world applications increasingly depend on multi-step workflows and layered generative interactions. Microsoft’s introduction of VeriTrail marks a significant step...
ai audit
ai debugging
ai research
ai safety
ai transparency
error localization
explainability
gard
generative ai
hallucination detection
language models
lms pipelines
microsoft veritrail
model verification
multi-step workflows
source provenance
traceability
trustworthy ai
veritrail
workflow analysis
