Unverified50% confidenceFactExact time
ZTC completes decisions in a single forward pass by applying calibrated probes to the model's final hidden state to produce results.
1
Sources
50%
Confidence
Long-term
Relevance
10/12/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedProbe guidance is a flow matching guidance method that constructs guidance signals by leveraging the frozen internal states of existing diffusion models.68% similarUnverifiedKoreshield checks for data leakage, hidden instructions in help documents (prompt injection), policy drift, and unsafe agent operations before the model takes action.64% similarUnverifiedOutput scanning includes inspecting the tool parameters that the model is about to invoke, and serves as the last line of defense against data leakage.62% similarUnverifiedA safety probe is a defense mechanism that detects malicious prompts by reading vectors from the model's internal hidden layers, without relying on the model's output.62% similarUnverifiedProbe guidance extracts contrastive signals from the intermediate hidden states of the strong model itself, without needing to separately train a weak model.61% similar
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