AI Briefing: What the ozone layer might teach us about holes in data

By Marty Swant

With all the AI hearings happening in Congress and around the world, it can be tricky keeping track of all the discussions about AI’s potential risks and rewards — let alone how to regulate it. However, in a hearing last week with British Parliament, a former rocket scientist gave a memorable metaphor that helps illustrate the importance of quality data in the debate about generative AI.

During a hearing held by British Parliament last week, Peter Waggett, IBM’s U.K. director of research, recalled how he used to use the ozone layer as a calibration constant until researchers found a hole in it that totally changed their perspective. That also taught him how important it is to “understand the data that you’re taking into a system and not just taking anything at face value.”

“I just sat there thinking, ‘Why didn’t I spot it, what did I miss?’” Waggett said during the hearing. “As it turned out, the assumption had been made in the database that if the data isn’t constant, it must be wrong; throw it out. In that instance, I learned early on that you must understand what’s going on there.”

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Source:: Digiday

      

Aaron
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