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That’s not true, there are a ton of observabity tools for the internal workings.
The top post on HN is literally a new white paper about this.
https://news.ycombinator.com/item?id=43495617
Thank you that’s amazing
They also made a video:
https://youtu.be/Bj9BD2D3DzA
Some simpler “AI models” are also directly explainable or readable by humans.