AI is stepping into full automation, meaning privacy and security stakes are sky-high, yet those fancy "guardrails" are easier to bypass than you'd think. Turns out, these big models often "memorize" sensitive data, creating major leak risks thanks to overparameterization.
So, don't just lean on model providers or one-time red-teaming! It's time for senior engineers to build a strong, iterative security culture, get an interdisciplinary risk radar going, and maybe even consider local AI solutions or diversifying providers.
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