AI's infrastructure boom is standing on porcelain legs
AI may look seamless at the surface, but underneath, search and analytics are still pulling in different directions.
There is an image I keep returning to when I think about AI infrastructure – an elephant standing on porcelain legs. The systems being built above the data layer are getting heavier and more ambitious, while the foundations beneath them receive far less attention. Investors and technology companies talk about AI infrastructure constantly, but they usually mean chips, models, and the applications built on top of them.
But AI infrastructure is more than that. Every one of those applications depends on a less fashionable layer underneath – the systems that find, retrieve, and analyze its data.
Co-Founder and CEO of SereneDB.
In many businesses, search and analytics still live in separate systems. One finds relevant information in documents and other unstructured data. The other calculates, compares, and identifies patterns. Pipelines copy...
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