"Organizations often provide access to tools and introductory sessions, which may create activity but do not necessarily build true capability. This distinction is crucial as AI exposes whether organizations understand how capability is built and applied effectively."
"A common pattern is emerging where organizations react to AI pressure by proposing courses or suggesting learning in the flow of work, often missing the point of correctly identifying the problem they are trying to solve."
"When organizations blur the lines between building capability, supporting recall, and fixing non-learning problems, they tend to choose solutions based on trends or convenience rather than actual performance needs."
"Support in the flow of work is useful and sometimes essential, but it cannot replace the need for building true capability within an organization."
Many organizations claim to prepare for AI but often only provide access to tools and introductory sessions, which do not build true capability. This distinction is crucial as AI reveals whether organizations understand how to develop and apply capability effectively. A common mistake is to blur different needs, such as building capability, supporting recall, and addressing non-learning problems. Without clarity on these distinctions, organizations may choose solutions based on trends rather than actual performance needs, resulting in inadequate responses to the challenges posed by AI.
#ai #organizational-capability #learning-and-development #performance-improvement #workplace-training
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