AIO stands for AI Optimization, and it represents the practice of optimizing your content to appear in AI-generated responses when people query language models. Think of it as SEO's younger sibling, similar in purpose but different in execution because the underlying mechanisms for how AI models select and cite sources differ fundamentally from how Google ranks web pages.
«Представьте: у человека официальный доход 100 тысяч рублей в месяц. У него есть одна кредитная карта, по которой он должен 50 тысяч. И есть вторая, забытая, с нулевым балансом, но лимитом в 200 тысяч рублей. Когда такой человек обращается за ипотекой, банк в своих расчетах складывает и текущий долг, и весь доступный лимит по второй карте. То есть в глазах банка человек должен не 50 тысяч, а 250 тысяч рублей», — пояснил Панеш.
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4. Calling Web APIs can still be slow
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Docker applies a default seccomp profile that blocks around 40 to 50 syscalls. This meaningfully reduces the attack surface. But the key limitation is that seccomp is a filter on the same kernel. The syscalls you allow still enter the host kernel’s code paths. If there is a vulnerability in the write implementation, or in the network stack, or in any allowed syscall path, seccomp does not help.