What is the difference between AI training and AI capability?
AI training is an event. AI capability is a state. Training delivers information once. Capability is whether a person can actually get better results from AI in their real work, and keep doing it as the models change. Training can lead to capability, but only if it turns into daily practice with a record.
Most organisations buy training and measure attendance. Attendance is easy to count and tells you almost nothing about whether the work changed. Capability is harder to fake, because it shows up in the actual output.
The gap between the two is where most AI budgets are lost. People learn about AI in a room, then return to their inbox and change nothing. Closing that gap means practising on real tasks, proving the before and after, and keeping the result on record.
No. Training is a fine start. It just is not the finish. Without daily practice and a record, the ability fades and the models move on.