Verfahren zur Erzeugung Synthetischer Etiketten und Vorrichtungen dafür

Details

Veröffentlichungs-Nr.

EP4811215

Anmeldetag

17. März 2026

Veröffentlichung

23. September 2026

Rechtsraum

EP

Abstract

A method, system, and non-transitory computer-readable medium can include generating a prompt comprising input data. The prompt can be configured to process textual data, numerical data, mixed data, or combinations thereof. The input data can include at least one of new data, a selection of historical samples from historical data, or anomalies in event data from a stream. The prompt can then be provided to a large language model (LLM), which generates a synthetic label based on the prompt. The method can then determine if a prediction model is drifting by comparing a prediction label against the synthetic label for a match. The prediction model can generate the prediction label based on the input data. If the prediction label and the synthetic label do not match, the method can include initiating a corrective action. The corrective action can include at least one of generating an alert for a user, retraining the prediction model, or initiating an investigation.

Anmelder

Firma

F5, INC.

Land

🇺🇸 USA