Description
Product Category: Baker’s Dozen
Format: PDF
A Baker’s Dozen Tips for Managing Model Drift in AI Applications
Model drift represents one of the most significant challenges in maintaining AI systems in production. As the real world evolves, the patterns learned by AI models can become increasingly misaligned with reality, leading to degraded performance and potentially costly errors. Managing model drift effectively requires a comprehensive strategy that combines proactive monitoring, timely intervention, and systematic maintenance procedures.
The Product is available for download for our paid subscribers. The product is a PDF with 13 ideas elaborating each concept along with a short introduction, takeaways, and next steps. There are over 120 such downloadable Baker’s Dozen products.
For a comprehensive list, go to https://www.kognition.info/bakers-dozen-strategies-for-enterprise-ai/
