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The prestige hierarchy of jobs may soon be turned upside down. Where once law and medicine were seen as the pinnacle, the trades could become the backbone of resilience in an AI-saturated economy. In fact, science fiction often imagined futures where the most valued workers weren’t the thinkers but the fixers — those who kept the lights on, the air breathable, and the machines running.
Pipes burst, cars break down, and buildings need maintenance. These jobs can’t be outsourced overseas or digitized. Robots and AI struggle with dexterity, improvisation, and the messy variability of real-world tasks. Governments worldwide are pouring money into rebuilding roads, bridges, and energy grids. Skilled trades are essential to that effort. Many skilled trades are facing shortages because fewer young people enter them. That scarcity could drive wages up.
White-collar professions may shift toward hybrid roles, where humans oversee AI-driven processes. The most secure careers might not be “blue” or “white” collar, but “new collar” — blending technical literacy with hands-on adaptability. For example, a plumber who uses AI diagnostics to locate leaks faster; an electrician trained in smart-grid systems; a mechanic who specializes in electric and autonomous vehicles.
[Sources: "Will Artificial Intelligence Ever Surpass Human Intelligence?" (Sept. 2, 2025) at ScienceNewsToday.org; and "Has AI Surpassed Human Creativity?" by Cami Rosso (Sept. 20, 2023) at PsychologyToday.com]
Colonel Nicholas Dipoma, Second Air Force Vice Commander, and Chief Master Sergeant Kathleen McCool, Second Air Force Command Chief, visit the 37th Training Wing at Joint Base San Antonio-Lackland, Texas, on July 26, 2022. Col. Dipoma and CMSgt. McCool toured the 37th Training Group. (U.S. Air Force photo by C Arce)
Colonel Nicholas Dipoma, Second Air Force Vice Commander, and Chief Master Sergeant Kathleen McCool, Second Air Force Command Chief, visit the 37th Training Wing at Joint Base San Antonio-Lackland, Texas, on July 26, 2022. Col. Dipoma and CMSgt. McCool toured the 37th Training Group. (U.S. Air Force photo by C Arce)
Colonel Nicholas Dipoma, Second Air Force Vice Commander, and Chief Master Sergeant Kathleen McCool, Second Air Force Command Chief, visit the 37th Training Wing at Joint Base San Antonio-Lackland, Texas, on July 26, 2022. Col. Dipoma and CMSgt. McCool toured the 37th Training Group. (U.S. Air Force photo by C Arce)
Lt. Gen. Brian Robinson, Air Education and Training
Command commander, and Chief Master Sgt. Erik Thompson, AETC command
chief, sit down with the 37th Training Wing commander, Col. Lauren Courchaine,
and staff for a strategic leader discussion Sept. 26, 2022. The AETC command
team and their spouses, visited the 37th TRW to see first-hand how the Gateway
Wing to the Air Force trains, educates, and develops Airmen, Guardians, sister-
service members, and international partners. The 37th TRW, located at Joint
Base San Antonio-Lackland, is the largest training wing in the Air Force. (U.S. Air
Force photo by Christa D’Andrea)
Colonel Nicholas Dipoma, Second Air Force Vice Commander, and Chief Master Sergeant Kathleen McCool, Second Air Force Command Chief, visit the 37th Training Wing at Joint Base San Antonio-Lackland, Texas, on July 26, 2022. Col. Dipoma and CMSgt. McCool toured the 37th Training Group. (U.S. Air Force photo by C Arce)
Colonel Nicholas Dipoma, Second Air Force Vice Commander, and Chief Master Sergeant Kathleen McCool, Second Air Force Command Chief, visit the 37th Training Wing at Joint Base San Antonio-Lackland, Texas, on July 26, 2022. Col. Dipoma and CMSgt. McCool toured the 37th Training Group. (U.S. Air Force photo by C Arce)
Colonel Nicholas Dipoma, Second Air Force Vice Commander, and Chief Master Sergeant Kathleen McCool, Second Air Force Command Chief, visit the 37th Training Wing at Joint Base San Antonio-Lackland, Texas, on July 26, 2022. Col. Dipoma and CMSgt. McCool toured the 37th Training Group. (U.S. Air Force photo by C Arce)
Professor Charles Munro receives instruction on how to use the editing software Final Cut Pro.
Photo: Dana Davidsen
Colonel Nicholas Dipoma, Second Air Force Vice Commander, and Chief Master Sergeant Kathleen McCool, Second Air Force Command Chief, visit the 37th Training Wing at Joint Base San Antonio-Lackland, Texas, on July 26, 2022. Col. Dipoma and CMSgt. McCool toured the 37th Training Group. (U.S. Air Force photo by C Arce)
Colonel Nicholas Dipoma, Second Air Force Vice Commander, and Chief Master Sergeant Kathleen McCool, Second Air Force Command Chief, visit the 37th Training Wing at Joint Base San Antonio-Lackland, Texas, on July 26, 2022. Col. Dipoma and CMSgt. McCool toured the 37th Training Group. (U.S. Air Force photo by C Arce)
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