US High School Economics class: The best, worst and strangest ways AI is really being used at work
- Consultants are gaming performance reviews with AI while bankers intentionally inject typos to mimic human imperfection.
- Shell legal teams are offloading 90% of paperwork to bots, raising questions about the future of entry-level expertise.
- Engineers using AI for efficiency are inadvertently driving up carbon emissions, proving tech gains have hidden costs.
- Senior executives fear a 'skills gap' apocalypse as junior staff lose the chance to learn the ropes.
Brief Summary
The corporate world is in the throes of an AI-induced identity crisis. While firms peddle the narrative of 'efficiency gains,' the reality on the ground is a mix of unintended consequences, from legal departments automating away the grunt work that once trained junior associates to ad agencies using algorithms to punch above their weight. It turns out that when you automate the drudgery, you also automate the apprenticeship, leaving a generation of workers who know how to prompt a chatbot but lack the foundational knowledge to verify if the output is actually correct.
Why This Matters
You are entering a job market where 'prompt engineering' is being sold as the new literacy, but the traditional grind—the one that actually teaches you how your industry functions—is being gutted. As businesses prioritize speed over substance, you will likely face a workplace where your value is no longer measured by your ability to solve complex problems, but by your ability to manage the software that does it for you. If you don't master the underlying mechanics of your trade, you won't be the one using AI to get ahead; you will be the one being replaced by it when the cost of your human error finally outweighs the convenience of your machine-generated output.