
SNP Monthly — Redefining Responsibility
A few newsletters ago, we wrote about Shadow AI — tools adopted quietly because the pressure to deliver outpaced formal guidance. The central issue was visibility: what leaders couldn’t see, they couldn’t trust.
Then we talked about productivity and this feeling of hesitation that sometimes plagues larger organizations. The issue there wasn’t capability, but accountability.
Now the conversation is shifting again. AI is no longer informal, optional, or hidden. In fact, in some organizations, it’s becoming required. As AI has evolved there’s been a constant burning question about what its impact is going to be. Is it taking all the jobs? Some of the jobs? Is it overblown? Or is it underestimated? But maybe these aren’t the right questions at all. Maybe the real risk isn’t AI itself, but rather it’s failing to define what uniquely human roles look like going forward.Â




