Bilgi Kesim Tarihi
The last date a model covered by educational data is not to know the next events from this date.
The information cutting date (knowledge cutoff) refers to the latest date in which a language model covers the data set used in education; the model does not have direct information about events, published news or new information in the world after this date. This is because it is a highly cost-effective process that can drive months of training of large language models and "freeze" on a certain date of training data; even after the model is released, it does not update itself by constantly pulling live data from the internet, unlike it is periodically retrained or passed through fine adjustment.
This limit gives users the risk of receiving false or old answers while expecting up-to-date events, state-of-the-art products or recently changing information from the model; the model can sometimes offer the old information as they have updated without knowing it. Two basic methods are common to overcome this problem: RAG (Retrieval-Augmented Generation) allows the model to withdraw and connect information from an up-to-date database or internet before producing the answer; web search integration allows the model to access live search results directly. The well-designed artificial intelligence products work transparently by clearly specifying the user’s information cutting date.
This limit gives users the risk of receiving false or old answers while expecting up-to-date events, state-of-the-art products or recently changing information from the model; the model can sometimes offer the old information as they have updated without knowing it. Two basic methods are common to overcome this problem: RAG (Retrieval-Augmented Generation) allows the model to withdraw and connect information from an up-to-date database or internet before producing the answer; web search integration allows the model to access live search results directly. The well-designed artificial intelligence products work transparently by clearly specifying the user’s information cutting date.