The World Economic Forum's Future of Jobs Report 2025 surveyed over 1,000 employers covering more than 14 million workers. It found 39% of workers' core skills are expected to change by 2030.
Skill gaps were the biggest barrier to transformation, named by 63% of employers. The 2026 evidence suggests the clock is speeding up.
Skills now have a half-life
A half-life is the time it takes for something to lose half its value. Skills tied to specific tools now have short half-lives.
AI shortens them further. Stanford's AI Index 2026 found AI agents' success on real-world tasks rose from 20% to 77.3% in a single year. Tools change faster than annual training cycles.
Human skills are needed sooner
PwC's 2026 Global AI Jobs Barometer found AI-exposed entry roles were seven times more likely to require senior skills such as judgement and leadership.
The WEF's fastest-growing skills include creative thinking, resilience, flexibility, curiosity and lifelong learning. These durable skills help people keep learning as tools change.
Build this capability in your organisation
Growth Performance designs bespoke programmes that turn insight into measurable behaviour change.
Learning grows with use
Anthropic's March 2026 Economic Index found experienced AI users attempted higher-value tasks and succeeded more often. Skill with AI builds through practice on real work.
That has a clear implication. People need regular time to practise, as well as occasional courses.
Few organisations make room
Microsoft's 2026 Work Trend Index found only 13% of AI users are rewarded for reinventing their work. 45% said focusing on current goals felt safer.
So most organisations ask for new skills while rewarding old habits. Learning has to become part of how work is organised.
Learning as infrastructure
If skills decay all the time, learning cannot be a yearly event. Build it into the working week: protected time, peer learning and permission to step back from delivery.
Spreading what one person learns to the whole team quickly keeps it ready as change speeds up. That is Acceleration.
What this means for leaders
Treat learning as a strategic priority, in the same conversation as technology investment. The question is whether your organisation can learn faster than its environment changes.
Try this
Name three capabilities your team will need eighteen months from now. Protect time this quarter to start building them.
Then map how long a new practice takes to spread with the Cycle Time Mapper.