A Mechanistic Conjecture on Long-Context Jailbreaks
voooooogel · x · 2026-07-07
It is hypothesized that a longer prefill attenuates noise in the model's j-space (internal representation space), which could constitute a mechanism for long context jailbreak. It also proposes conjectures regarding the relationship between increased resistance to Long Context Backdoors (LCB) and the robustness of conflict maintenance within the j-space. This is an initial technical discussion on model internal representations and jailbreak mechanisms.
Related event: Researchers Discuss Long Context Jailbreak via j-space(2 posts)→
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