4. Building models and teamwork

So far, the buildout of AI models has been a single-player game. The code that one data scientist or AI expert writes is unique and not easily compatible with what others are doing, which makes teamwork challenging.

Making models is an iterative process, too, so you may quickly find yourself in versioning hell with one user — and versioning apocalypse with multiple users.

With changing software and hardware, the lack of tools for AI-configuration management will throw spanners in the works on a regular basis.

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