What category of limitation involves the AI diligently pursuing a flawed objective function provided by its human designers?
Answer
The limitation imposed by goal definition
AI systems are designed only to optimize the explicit objective function given to them; if that function is incomplete or flawed, the AI will pursue that goal precisely, potentially leading to unintended or harmful real-world outcomes.
Related Questions
What primary constraint governs the performance and reliability of a machine learning model concerning its fuel source?What ability distinguishes genuine human understanding from the sophisticated pattern replication achieved by current AI models?Which cognitive gap frequently cited as a limitation relates to the implicit body of knowledge humans acquire effortlessly through interaction?What practical barrier often bottlenecks progress in AI development for niche tasks, even when advanced algorithms are available?Why does the 'black box' nature of complex models severely limit their adoption in critical fields like law and medicine?According to the text, what is a primary reason an AI might incorrectly infer that ice cream sales cause drowning incidents?In terms of mathematical barriers, what theoretical limit suggests that some problems are impossible for a system to resolve completely and efficiently?What term describes the AI system's tendency to perform poorly when its operating environment shifts slightly due to unforeseen deviations like different paper stock or ink?What category of limitation involves the AI diligently pursuing a flawed objective function provided by its human designers?Which aspect of human experience remains firmly in the human domain because it is not reducible to quantifiable datasets?