What are the biggest mistakes with evaluation in AI Trends & Future?

liam_works

liam_works

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Sep 5, 2026
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#1
I have been exploring AI Trends & Future and wanted to ask people who have tried it in practice.

I am particularly interested in evaluation and security. I would like to compare approaches that people have actually used rather than just theoretical suggestions.

What would you tell someone trying this for the first time?
 
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#2
A useful way to look at What are the biggest mistakes with evaluation in AI Trends & Future? is to focus first on evaluation and trends. That tends to make the trade-offs easier to compare. It is usually easier to troubleshoot when each change is tested on its own.
 
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