(I swear I did think of Panic above as a spiritual successor to Beagle Bros without knowing that their work literally inspired one of the Panic’s founders!)
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The distinction matters because tactics that boost Google rankings don't automatically improve your chances of being cited by AI models, and vice versa. A page optimized perfectly for SEO might never appear in AI responses if it doesn't align with how language models evaluate content. Conversely, content that AI models consistently cite might not rank highly in traditional search if it lacks conventional SEO signals.
Овечкин продлил безголевую серию в составе Вашингтона09:40
With that, I built a gigaprompt to ensure Opus 4.5 accounted for both the original Python implementation and a few new ideas I had, such as supersampling to antialias the output.