Establish monitoring routines to track your AI visibility over time. Whether you use commercial tracking tools or build your own system, schedule regular reviews of your performance. Monthly checks might suffice initially, though weekly monitoring makes sense if you're actively optimizing and want faster feedback on what's working.
But not everyone agrees that humans have the upper hand when it comes to judgement or taste. Matt Schumer, the co-founder and CEO of OthersideAI, wrote in his viral essay on the future of AI earlier this month that OpenAI’s GPT-5.3 Codex model felt, at least to him, capable of “something that felt, for the first time, like judgment. Like taste”
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