AI Is Only As Good As The Semantic Highway It Runs On [Forbes]
International Business Machines Corporation (IBM)
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Source: Forbes
that can drive competitive advantage, accelerate innovation, lower costs, strengthen return on investment, and reduce risk, or it can get stuck in the mud. And, if AI is the vehicle, then a “semantic highway” determines how far and how fast it can go. It isn't the model that makes the biggest difference, it's whether your vehicle is traveling on a back road or a highway. Most businesses are still bouncing along back roads. Businesses are hurrying to use AI by automating tasks, adding agents, and looking for areas in every department where it can create efficiency. But behind all the excitement, there is a major challenge to overcome — AI can only go as far as the data beneath it will allow. For most businesses, that data isn't a paved road; it's more like a muddy, rutted trail after a storm, with broken systems, duplicate records, baked-in knowledge, and years of digital trash. This is a big reason so many AI projects get stuck. Neither the models nor the ambition of the team is t
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