
The AI singularity
The LLM (Large Language Model) AI revolution has forced the hand of the IT industry on the question of semantics in data, because now meaning is now consumed by machines as well as humans. The industry has survived for decades by a messy combination of fragmented technologies for database and software development, poor problem space analysis, weak methods for semantic architecture, manual implementation / test / deploy, not to mention the Agile revolution, which led to the entire activity of ‘design’ being sidelined. The consequential endless consulting and churn of enormously expensive solutions has become normalised as expectations eroded to nothing over the years.
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