New SPDX tools put SBOM change review in focus
A practical OriginChainDB walkthrough: connect component changes to evidence, inspect three live review outcomes and route the real CSV export with Python.
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Industrial interoperability still needs an application-level asset story
OPC Foundation and Avnu’s September collaboration focuses on testable industrial interoperability. Above the network, teams still need to connect observations to assets, revisions and maintenance evidence.
Enterprise AI evaluation needs reproducible evidence behind the answer
NIST’s September ARIA planning manual reinforces a broader view of evaluation. Application teams can start by making retrieval inputs, source revisions and failure cases inspectable.
Agent-mediated commerce needs current product records, not just persuasive pages
A September W3C–GS1 workshop puts machine-consumable commerce in focus. Here is a practical data design retailers can test without confusing discovery with a purchase decision.