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Jesse M. Blum is the CTO of Numonic with deep expertise in AI workflow systems, metadata standards, and creative infrastructure. He leads product and engineering at Numonic, building the platform that enables creative teams to manage, search, and govern AI-generated assets at scale.
AI-generated designs are becoming built structures. Architecture firms need provenance infrastructure to answer who—or what—authored the building.
Read articleComfyUI doesn't produce the metadata regulators require. Here's what the EU AI Act and California AB853 demand from agencies using AI creative tools.
Read articleComplete guide to ComfyUI PNG metadata chunks. Learn where workflow JSON, prompt parameters, and seed values are stored in tEXt and zTXt chunks.
Read articleSee how Numonic helps creative teams manage, search, and govern AI-generated content at scale.