355
Audio & Video Production344
Automation & Workflow224
Software Development250
Marketing & Growth192
AI Infrastructure & MLOps173
Writing & Content Creation203
Data & Analytics140
Design & Creative169
Customer Support130
Photography & Imaging156
Sales & Outreach125
Voice & Speech135
Operations & Admin87
Education & Learning131
As AI tools enter classrooms, experts warn schools are not like start-ups and should not follow fast, profit-first market rules.
In short: As AI products spread in education, more experts are warning that schools should not be run like start-ups or regular businesses.
Schools have budgets and staff like any organization. But many education scholars and ethicists say their purpose is different. A business mainly exists to make profit, while a public school exists to educate every child in its area.
That difference matters because public schools cannot pick and choose who they serve. They must teach students with disabilities, students learning English, and students facing serious hardships. A start-up can avoid “hard customers” or change direction quickly, but a school cannot do that without hurting children.
AI is making this tension sharper. Many AI tools for schools come from private companies that move quickly, test products in real settings, and sometimes shut down or change plans. Critics say that approach can cause real disruption in classrooms, like a textbook that suddenly disappears mid-year.
Experts also point to privacy and fairness concerns. Many AI systems work by collecting lots of student data (information about what a student does and how they perform, like a detailed digital notebook). If that data becomes a business asset, families may have little control over how it is stored, used, or sold. And if AI tools are sold through subscriptions and devices, wealthier districts may get better tools while others fall behind.
More school systems are trying to set rules before buying AI, including limits on data collection and clear checks on learning impact. The key question is whether AI in schools will be guided mainly by public goals, or by what is easiest to sell and scale.
Source: NYTimes