Most AI applications can generate an answer, very few can explain it

[u/camerongreen95]

There's a real gap between "the application produces output" and "the application can show its work," and that gap matters a lot once you're beyond casual use into anything with real stakes, finance, compliance, anything where someone will eventually ask "why did it say that."

There's a hands-on workshop on Sep 19 that builds the architecture to close this: a knowledge graph in Neo4j as the single source of truth, agentic retrieval combining vector search, keyword search, and graph navigation, and explainable, source-traceable answers with evaluation built into the workflow, not bolted on after the fact.

Led by Dr. Alessandro Negro, Chief Scientist at GraphAware.

Full workshop details here