Hallucination
In AI, the generation of incorrect or nonsensical information by a model, particularly in natural language processing.
24 topics found for
“error mitigation”
Machine Learning Bias
Systematic errors in AI models that arise from the data or algorithms used, leading to poor outcomes.
Selection Bias
A bias that occurs when the sample chosen for a study or survey is not representative of the population being studied, affecting the validity of the results.
Fallacy of Composition
A logical fallacy that occurs when one assumes that what is true for a part is also true for the whole.
Observer Bias
A type of bias that occurs when the observer's expectations or beliefs influence their interpretation of what they are observing, including experimental outcomes.
Focusing Effect
A cognitive bias where people place too much importance on one aspect of an event, causing errors in judgment.
Conjunction Fallacy
A logical fallacy where people assume that specific conditions are more probable than a single general one.
Irrational Escalation
The phenomenon where people continue a failing course of action due to the amount of resources already invested.
Illusory Correlation
The perception of a relationship between two variables when no such relationship exists.