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VISTA transforms how LLMs manage context by revealing their internal state, leading to unprecedented performance gains without the need for retraining.
Trace-economic underwriting could revolutionize how we assess and insure against the risks of autonomous AI, making automation financially viable.
CAPED slashes privacy leakage in mobile GUI agents by over 65% while preserving essential task functionality, redefining how we handle screenshot uploads.
Today's AI agents aren't really "remembering" – they're just taking notes, which means they'll hit a wall on complex tasks and can be easily brainwashed.
Fusing node-centric and edge-centric views of system provenance graphs slashes false positives in intrusion detection, outperforming single-view methods on standard benchmarks.
