When you try to hire a freelancer to write SQL and all you get is incorrect AI garbage
Online labor markets like Upwork have yet to formulate meaningful policies governing the use of generative AI tools to bid for and perform posted jobs. According to machine learning firm Intuition Machines, that lack of clarity is putting these platforms at risk.
The question was developed from an old article about anomaly detection using SQL. Prospective bidders were given a two-column sample data structure with column types and were asked to formulate a valid query to find anomalies. A common formula was suggested but was not mandatory. The resulting answer had to execute on ClickHouse, an open source database for real-time apps.
"We've been working on generative AI, both use and abuse, for many years," Eli-Shaoul Khedouri, founder and CEO at Intuition Machines, told."The thing that happened in the last year was that the performance of these large language models greatly outpaced the systems in place to detect those things. "If you are using sort of the standard screening approaches or you are relying on the veracity of profiles or the messages sent to you to, for example, determine hiring potential, then you need to completely reevaluate your methodology," Khedouri said,"because we basically just determined that 100 percent of people are attempting to use these tools right now, which means that you're no longer measuring their performance, you're measuring performance of these models.
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