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#reliability
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Evals and benchmarks — measurement instead of vibes
A benchmark is not truth carved in stone. It is an instrument with error bars. Without it, though, you are only guessing whether a model or agent works.
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Zombie internet — when AI text eats the web
Zombie internet is a web flooded with generated text, summaries without accountability and content that only looks human from far away. The problem is not just spam. The problem is loss of trust.
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