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You cannot effectively seek redress for harm caused by the misuse of an AI system unless you know that one has been used, or how it influenced the outcome.'Īutonomous Helicopter startup Skyryse Demonstrates Tech that could Power Urban Air TaxisĪrtificial intelligence Can Analyze Your Tweets to Pick Your Next JobĪccording to new research published today in the Proceedings of the National Academy of Sciences, understanding the hidden personality dimensions of different roles could be the key to matching a person and their ideal occupation. 'The ability to know when a decision has been made or informed by an AI system, or to explain or interpret the logic behind that decision, becomes increasingly important in this context.

'It has become harder to trace decisions and analysis with methods like deep learning and neural nets,' says Element AI's Marc-Etienne Ouimett. And in fields such as banking and criminal justice, blind trust in algorithms can be more damaging, such as the unwarranted decline of a loan application or an unfair verdict passed against a defendant. On other online platforms, content-recommendation algorithms can shape your preferences and nudge you in specific directions without your conscious knowledge. For instance, when you start to believe (and 'like') everything you see in your Facebook News Feed, which is powered by AI algorithms, you'll end up seeing only articles that confirm your viewpoints and biases, and you could become less tolerant of opposing views. There are many ways this blind faith in algorithms can have adverse effects. And these algorithms tend to play off on that psychology.'

In general, we want to have the answer and move on. A key challenge, according to Trout, is that 'these algorithms push us toward us thinking less and acting based on impressions that may or may not be correct, as opposed to our own decisions in a fully informed way. Why AI Leads Us to Think Less, Act Impulsively

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