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It’s no surprise that AI is rapidly becoming the most powerful tool for developers. The ease of use and accuracy of such tools can even generate code snippets for a website written entirely on a napkin! While the potential of AI is exciting, it is crucial to address the potential vulnerabilities that bad actors can exploit within AI systems.
As general manager of the Oakland Athletics, Billy Beane applied statistical analysis (also known as sabermetrics) to the evaluation of baseball players, which enabled the team to excel in the 2020 season. Beane was the subject of Michael Lewis’s book “Moneyball,” which was made into a movie starring Brad Pitt as Beane.
Amid an AI boom and developing research, machine learning (ML) models such as OpenAI’s ChatGPT and Midjourney’s generative text-to-image model have radically shifted the natural language processing (NLP) and image processing landscape. Due to this new and powerful technology, developing and deploying ML models has quickly become the new frontier for software development.