ai drift
Word Rarity
Rare
Frequency: 3.68 in modern English
11
Scrabble Score
7
Letters
2
Syllables
6
Unique Chars
Meaning
noun
The gradual degradation of coherence in extended conversations with large language models due to context compression, leading to forgotten details, hallucinations, or off-topic responses.
Uncountable
Example Sentences
- "AI systems will make mistakes, malfunction, or even breakdown. Mistakes can include biased outcomes, “hallucinations” and AI drift, which may seriously harm patients and therefore demand measures and increased awareness to counter these unwanted effects."
- "AI hallucination and AI drift are two key challenges of large language models (LLMs). Hallucination occurs when an AI generates incorrect or fictitious responses, while drift refers to inconsistencies in answers to the same question when posed by different users or as a result of variations in how the question is asked."
- "One major challenge being faced is the ability to surveil AI drift, or the tendency of deep learning algorithms to experience decreased accuracy over time due to changes in the population served, input data parameters, and technological updates."
Usage
Phrases
context drift
Frequently Paired Words
context drift
hallucination