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EdTech Report: Interoperability Makes Data More Valuable to Educators

EdTech products collect large amounts of data from a variety of sources, reports show. The key to utilizing this data is interoperability, putting datasets into context with one another and across systems. Interoperable data also reduces time strain on educators by centralizing and automatically conducting an analysis. Reports challenge educators to demand interoperable data from…

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EdTech Report: Interoperability Makes Data More Valuable to Educators

EdTech products collect large amounts of data from a variety of sources, reports show. The key to utilizing this data is interoperability, putting datasets into context with one another and across systems. Interoperable data also reduces time strain on educators by centralizing and automatically conducting an analysis. Reports challenge educators to demand interoperable data from EdTech professionals. Will the industry respond?

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More Education Technology Insights

How Raptor's StudentSafe tackles behavioral threat assessment and student well-being

How Raptor's StudentSafe tackles behavioral threat assessment and student well-being

Raptor Technologies has transitioned from visitor management to enhancing student well-being with its StudentSafe platform. This move addresses school district needs for improved behavioral threat assessment. StudentSafe is designed to bolster educational security and student safety.

  • 01Raptor Technologies is expanding into student well-being.
  • 02The StudentSafe platform focuses on behavioral threat assessment.
  • 03StudentSafe responds to demands from school district customers.

Jun 26, 2026

NYC schools require every AI tool to pass a bias and equity review before deployment

NYC schools require every AI tool to pass a bias and equity review before deployment

New York City schools have mandated that every AI tool undergo a bias and equity review before being deployed within their systems. This move comes amid broader concerns and debates about the role of AI in education, particularly concerning its impact on cognitive development. The education sector is actively assessing the potential benefits and risks associated with AI technologies in classrooms.

  • 01NYC schools require AI tools to pass a bias and equity review.
  • 02Concerns about AI in education include impacts on cognitive development.
  • 03Policymakers are reconsidering the place of AI in classrooms.

Jun 17, 2026

NYC schools require every AI tool to pass a bias and equity review before deployment

NYC schools require every AI tool to pass a bias and equity review before deployment

Twenty-nine New York City council members are demanding a two-year halt to AI use in the nation's largest school system, citing student data privacy gaps. Simultaneously, California and other states are tightening AI bias-audit requirements for employers, while educators debate a deeper question: whether AI adopted without guardrails erodes the original human thinking it is meant to support.

  • 01Twenty-nine NYC council members sent a letter on June 9, 2026, calling for a two-year AI moratorium in city schools, citing inadequate student data privacy protections in the Department of Education's drafted guidance.
  • 02California's Civil Rights Council AI regulations, effective Oct. 1, 2025, require employers using automated decision systems to retain related data for four years and face heightened litigation risk if they skip bias audits.
  • 03Educators and practitioners are wrestling with a fundamental design question: whether AI functions as a 'calculator'—executing tasks users already understand—or a 'crane' that extends human capacity into genuinely new territory.

Jun 17, 2026

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