Open weights could let attackers strip guardrails in hours, warns a post on model risk
sytelus · x · 2026-07-27
The post argues that once model weights are available, guardrails can often be removed within hours, after which the model can be fine-tuned to act maliciously and run autonomously to maximize damage.
It says these risks are already feasible today if the weights leak, and that the only real mitigation is to harden the entire digital infrastructure while continuously monitoring and defending with a “good” model, rather than relying on one-off vulnerability fixes. The author also claims most digital infrastructure is outdated and vulnerable.
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