Why is there typically a cut-off date for the information that a generative AI tool knows?
farah tarannumBegginer
Why is there typically a cut-off date for the information that a generative AI tool knows?
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Several factors contribute to the existence of a cut-off date for the information a generative AI tool knows:
1. Training Data Freshness:
2. Computational Limitations:
3. Model Update Frequency:
4. Domain Specificity:
5. Trade-offs between Accuracy and Latency:
It’s important to note that cut-off dates are not absolute blackouts. Many generative AI tools have mechanisms to incorporate newer information after their training period through fine-tuning techniques or specific prompts.
Ultimately, the specific cut-off date and its impact on information freshness depend on the design and intended use of the generative AI tool. Knowing about this limitation allows users to manage their expectations and consider complementary sources for the most recent information if necessary.