Want An AI Sandwich? Keeping Things Straight In An Automated World

InnovationAIWant An AI Sandwich? Keeping Things Straight In An Automated WorldByJohn Werner,Contributor.Forbes contributors publish independent expert analyses and insights. I am an MIT Senior Fellow & Lecturer, 5x-founder & VC investing in AIFollow AuthorMay 31, 2026, 07:00am EDT--:-- / --:--This voice experience is generated by AI. Learn more.This voice experience is generated by AI. Learn more.Cyber securitygettyIn the strange, capricious and often messy human world that LLMs are emerging into, it’s not unusual for people to use a culinary metaphor to describe something fundamental, a principle, or a process, or a way of thinking. Such is the case, apparently, with AI, as we wrestle with how to integrate the powerful technologies at our fingertips into our lives.Some people call it a “human sandwich.” Others call it an AI sandwich. But since the humans are the bread (human first, human last) in this concept, I’ll go with the chosen semantics of my favorite podcaster, Nathaniel Whittemore, who touched on the idea in a recent episode of AI Daily Brief. The human sandwich is essentially a way to keep the human “in the loop” and using his or her faculties, even as AI does more and more of the heavy lifting in any given project.The idea, in a nutshell, is that AI’s input should be bounded by human initiative and direction. Humans should take the lead, at the beginning of a project, sketching out the rough drafts, and orienting the thing, before calling in AI to refine, or add, or analyze. Then, at the end, the human should be deeply involved again, in evaluating the final result, in asking for changes – in short, taking control again, getting a handoff from the technology, and bringing the wagon home.Describing the Human Sandwich“The human parts are where the substance really lives: your context, clarity, and creativity on one side, and your editing, judgment, and tone on the other,” writes Andrea Wightwick on Substack at her Business of Adulting column, also...