#automation-oversight

#automation-oversight

Through our work with engineering teams across industries, we have identified three recurring challenges. These challenges consistently limit the effectiveness of AI in accelerating modern software development. The first challenge is one-size-fits-all workflows. These workflows force every project through the same rigid sequence of steps. The second challenge is the lack of flexible depth in workflow stages. This leads to over-engineering or insufficient rigor. The third challenge is tools that over-automate. These tools unintentionally divert humans away from critical validation and oversight responsibilities.

As artificial intelligence gives new, powerful tools to employers seeking to streamline hiring and monitor workers, a bill is advancing through the California Legislature to address fears that the technology could unfairly deny workers jobs and promotions.