Kyrovo Research
Career resilience, backed by data.
Cited research on AI displacement, worker burnout, and financial runway.
July 13, 2026 · 7 min read
The AI Layoff Paradox: Why 1.2M Job Cuts in 2025 Came Without a Warning
US employers announced 1,206,374 job cuts in 2025 — up 58% year over year and the highest total since 2020. Here is what the data actually says, and what an early warning would look like.
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July 13, 2026 · 6 min read
The AI Burnout Paradox: Why Using AI at Work Is Making You More Exhausted, Not Less
A 2025 Fiverr study found heavy AI users report higher burnout despite productivity gains. 33% of workers feel overwhelmed by AI, and only 36% say their employer trained them on it. Here is what nobody is measuring.
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July 13, 2026 · 6 min read
The Myth of the AI-Proof Skill (and What Actually Moves Your Risk Score)
47% of workers say they need new skills because of AI, but only 7% think any skill is fully safe. Here is why listicles of 'AI-proof jobs' do not work — and what does.
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July 13, 2026 · 6 min read
1 in 4 Americans Have Zero Emergency Savings. Here Is What That Means If AI Takes Your Job Tomorrow.
24% of Americans have zero emergency savings and 46% could not cover three months of expenses. Layoffs jumped 58% in 2025. Here is how to think about runway before, not after.
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July 13, 2026 · 7 min read
The Career Resilience Score: Why 'Am I Safe From AI?' Is the Wrong Question
74% of early-career workers say AI is already changing their job. Sentiment flipped net-negative in 2026. Here is why career health needs a single number the way credit does — and how the CRS 300-850 works.
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July 13, 2026 · 8 min read
What Jobs Are at Risk of Being Replaced by AI in 2026? A Task-Level Guide
Forget 'AI-proof jobs' lists. Displacement happens at the task level, not the job title. Here is which occupations show the highest AI exposure in 2026 — and how to measure your own.
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