The Human Standard
What AI changes about work, what it does not, and how to tell the difference. Written straight, sourced, no doom.
How Accurate Are AI Job Loss Predictions? Three Checks in a Minute
Most specific "AI will take X% of jobs" numbers you see shared are not measurements of anything that happened. Here are three checks that separate the sourced ones from the guesses.
What a Situational Judgement Test Actually Measures
You get a scenario, a handful of plausible responses, and no obviously right answer. Here is what a situational judgement test is actually built to catch, and why it keeps outlasting fashionable alternatives.
Why New Hires Fail, and It Is Rarely a Skills Gap
Almost every failed hire looked strong on paper. The resume was rarely the reason it did not work out, and the actual reason is measurable.
Which Industries Pay the Biggest AI Wage Premium
An AI skills wage premium exists almost everywhere now, but the size of it varies enormously by industry, and the pattern behind that gap says more than the average does.
Will AI Create More Jobs Than It Destroys?
The honest answer to whether AI creates more jobs than it destroys is yes, but the net figure hides who actually benefits, and which skills are rising in value while it happens.
Why Entry-Level Jobs Keep Requiring Experience You Don't Have Yet
The complaint is old: entry level jobs requiring experience nobody at entry level has. What changed is why employers are asking, and it is not the reason most people assume.
How to Put Soft Skills on a CV Without Sounding Generic
Everyone writes "team player" and "strong communicator." Neither line survives a second read. Here is a structure that replaces the adjective with something a hiring manager can check.
The Skills AI Can't Replace, and How to Actually Measure Them
Every list of human skills says the same five words. None of them can be checked. Here are six that can be, why they resist automation, and how to see where you stand.
How AI Job Risk Scores Are Calculated, and Where They Break
Every "will AI take my job" tool returns a confident percentage. Almost none of them explain where the number came from. Here is the actual machinery, and the two questions it cannot answer.
Five Signals Your Job Is AI Exposed, Read From One Ordinary Week
Job title calculators average across thousands of people who do not do your work. Here is a checklist you run on your own calendar instead, and how to read the result.