AI in Production: What the Hype Skips
Production AI has reliability, auditability, and hallucination characteristics that the marketing copy doesn't cover. What to actually evaluate before deploying AI in a regulated environment.
23 articles • Page 3 of 3
Production AI has reliability, auditability, and hallucination characteristics that the marketing copy doesn't cover. What to actually evaluate before deploying AI in a regulated environment.
Samuelson and Zeckhauser proved in 1988 that people overwhelmingly stick with the default option — even when alternatives are objectively better. Every product you build inherits this.
Client-side analytics miss 20-40% of your data. We run three layers — client, server, and behavioral — because no single layer tells the complete story.
HTTP security headers are server-side instructions that tell browsers how to handle your site's content. They cost nothing to implement and prevent entire categories of attack. Most sites don't have them.
John Sweller's research shows working memory holds roughly 7 items. Stanford found 75% of users judge credibility by design in under 50 milliseconds. Amazon proved every 100ms of latency costs 1% of sales. Cognitive load isn't abstract — it's revenue.