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Network traffic alone can reveal LLM agent risks and granular behaviors, but current analysis methods fail to distinguish subtle malicious activities or semantically similar scenarios.
Hydrate nucleation is fundamentally governed not by direct crystalline growth, but by transient, defective cage reservoirs that dictate both growth kinetics and collapse pathways.