2023 AI/ML Mainstream
Adaptive AI
What Gartner Predicted
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AI systems that can rapidly adapt to changing real-world conditions by updating their models and learning from new data without full retraining.
3
Prediction Accuracy
3/5
Predicted AI systems that 'rapidly adapt by updating models without full retraining.' RAG isn't model adaptation — it's retrieval augmenting a static model. Fine-tuning requires deliberate effort, not automatic adaptation. What exists is less autonomous than described.