Fund the Foundation, Not Just Models
As a branding curator, I recommend this incisive piece to every leader investing in AI. Patrick Neeman explains why poor information architecture turns expensive models into repeatable failures. He frames structure as measurable ROI, not cosmetic hygiene, and he links it directly to hallucination rates. The article makes a clear budget argument. It explains the semantic layer, and warns about agents acting on bad data. If you want reliable retrieval, safer agents, and measurable AI outcomes, start funding the architecture.
Read it to see practical steps that make structure fundable across product and legal teams. Neeman offers an audit approach, taxonomy fixes, and agent permission models you can implement. These moves convert vague savings into metrics executives understand. They are the missing line item on profit and loss statements.
As a curator, I vouch that this article reframes content work as strategic infrastructure. It arms brand leaders with language to demand budget, and it gives product teams a roadmap. Read it, apply the audit, and stop buying models that amplify your old mess. Then measure retrieval accuracy, lower hallucinations, and show the CFO a real return. Start here now.
Source: uxdesign.cc
