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Closing the Gap Between AI Output and Human Expectations – Communications of the ACM

https://cacm.acm.org/blogcacm/closing-the-gap-between-ai-output-and-human-expectations

“You ask an AI to write a quick summary, and it rambles. You want a sharp subject line, and it gives you something straight out of 2010. It’s fast, sure. But it’s not quite right. That “not quite right” feeling? That’s the expectation gap. Humans expect context, nuance, and intent. AI delivers based...” (from the page’s text)

In short: Explore why AI output often falls short of human expectations and learn strategies to close the gap. Key areas include context understanding, imperfect training data, and vague prompts. (AI summary)

Topic: Technology › Ai Machine Learning
Quality: Quality 84 scored 12 Aug 2025
Language: english
Text on page: 8,882 characters
Page size: 128 kB
Answered: OK (200), HTML
Last read: 7 Jul 2025
In our index since: 7 Jul 2025
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