AI shouldn't decide for you, but this one will alert you when you're about to make a poor choice.
Cornell researchers have developed an AI tool designed to evaluate your decisions based on your personal values.
If you've ever faced a lengthy list of choices and felt overwhelmed, you're not alone. The team at Cornell University understands this dilemma and created a tool called Interactive Explainable Ranking (IER). This tool doesn't make decisions for you; instead, it gently highlights when your selections diverge from the values that matter to you.
How does this tool function?
IER does not relinquish decision-making to AI but utilizes it to ensure your choices are logical. Consider it a reality check for your own reasoning. Studies indicate that AI can diminish your problem-solving abilities in just ten minutes, but this tool aims to keep you in charge.
For example, if you're selecting a car, you can specify which criteria are most important to you, such as price, reliability, and fuel efficiency. The tool then guides you through a series of direct comparisons, leveraging AI to determine the most pertinent questions to ask.
If your selections don't align with the values you've indicated, the tool points out the inconsistency. For instance, if you find yourself consistently choosing red cars without realizing it, the tool brings that trend to your attention and prompts you to modify your preferences or justify why color should be a significant factor.
The outcome is a choice that you can logically articulate and defend. Additionally, you can completely disable the AI feature for situations where its use feels unsuitable.
Has it been practically applied?
Chao Zhang and Abe Davis from Cornell University confirm that it has. Researchers conducted two experiments—one involving participants ranking short films and another where four teaching assistants rated ten projects from a Cornell computer graphics course. Both studies yielded reliable and explainable results consistent with existing evaluations.
The tool received a Best Paper Award at the ACM CHI conference, one of the foremost events in human-computer interaction. IER is available for public use, should you want to test it for your next significant decision.
This tool isn't intended for everyday, low-risk choices but rather for instances where making the correct decision is crucial, such as hiring, grading, or competitive selections. With AI already assisting with routine tasks, it seems worthwhile to devote more consideration to the remaining decisions.
Manisha Priyadarshini is a tech and entertainment writer with more than nine years of editorial experience.
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AI shouldn't decide for you, but this one will alert you when you're about to make a poor choice.
A new AI tool developed by researchers at Cornell assists you in making improved decisions by identifying inconsistencies between your expressed values and your real choices.
