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Hiring for potential rather than tenure led Michael Privat to offer a senior engineering role to an intern rather than a more experienced candidate. He argues that years of experience became a reliable hiring signal only because access to knowledge was once scarce and slow to build, a condition AI has now largely erased. What predicts performance today, he says, is adaptability, curiosity, and a willingness to take ownership of a problem without a playbook, qualities a résumé’s years-of-experience line doesn’t capture. His case is that hiring processes still screen candidates out on tenure before any of that gets a chance to show.
Shared devices don’t always track their handoffs the way ITSM tickets suggest. A device marked “resolved” can still be sitting uncharged in the wrong place, with no record of who took it or when. This article looks at why that gap exists, what a connected smart locker workflow can look like, and how to pilot the fix before scaling it across locations.
ITSM AI agent pilots that dazzle in the demo but stall in production are usually blamed on the AI model. The article’s author, a ten-year ServiceNow veteran, argues that the real issue is the CMDB beneath it: incomplete, duplicated, and poorly governed data that any AI agent inherits as its own weakness. Before offering four steps to close what he calls a skills gap, not a technical debt problem.
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