""AI-ready is not defined by how many people took training or how many licenses you bought. It's defined by whether you have redesigned real workflows, assigned accountability, and can show the technology is improving outcomes without introducing unmanaged risk.""
""Prompt engineering aged the fastest. As new models and interfaces appear, the effort invested in crafting perfect prompts quickly becomes obsolete.""
Enterprises are realizing that AI readiness requires more than basic training in prompt writing and chatbot skills. The focus must shift to developing judgment skills such as output validation, data literacy, and process understanding. Tool-specific skills quickly become outdated as AI technology evolves. Redesigning workflows and ensuring accountability are essential for demonstrating that AI technology improves outcomes without risk. The initial emphasis on prompt engineering is proving insufficient as organizations face the realities of integrating AI into their operations.
Read at Computerworld
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