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Making College More Accessible with EdTech Entrepreneurs

“Unlike students from affluent families who get mentoring and support right from the start, less privileged students struggle to balance classes with part-time jobs. That’s where edtech entrepreneurs like myself come in, by building systems that enable students to have access to higher education and study materials. Here’s how we can provide support beyond financial…

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Making College More Accessible with EdTech Entrepreneurs

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“Unlike students from affluent families who get mentoring and support right from the start, less privileged students struggle to balance classes with part-time jobs. That’s where edtech entrepreneurs like myself come in, by building systems that enable students to have access to higher education and study materials. Here’s how we can provide support beyond financial aid.” Jack Tai, CEO & Co-Founder of OneClass.

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More Education Technology Insights

Schools are still catching up after Google opened Gemini to every student

Schools are still catching up after Google opened Gemini to every student

Education Week reports that expanded student access to Gemini has raised classroom-policy questions. Managed school accounts and personal accounts have different terms and controls. District leaders should verify current access, feature age restrictions and data protections before setting classroom guidance.

  • 01Google lists Gemini Apps as a core service for Education Fundamentals, Standard and Plus with all-age access; some features are age-restricted. Google AI Pro for Education has separate eligibility requirements.
  • 02Guided Learning, the step-by-step mode inside Gemini, is the feature that bears most directly on the cheating-versus-learning question, and Fast Company noted it is similar to the Study mode OpenAI had announced in ChatGPT the week before.
  • 03For districts, “students can use Gemini” is too coarse: which mode they land in and who supervises first use can change what the tool does with a homework question

Sep 17, 2026

OpenAI says GPT-6 Astra is the first model to hit its 'Critical' cyber threshold

OpenAI says GPT-6 Astra is the first model to hit its 'Critical' cyber threshold

OpenAI has unveiled GPT-6 Astra and says it is the first model to reach the "Critical" cybersecurity tier of its Preparedness Framework, Campus Technology reported Sept. 10. The label is the vendor's own. Campus and district IT leaders now weigh it alongside Microsoft's legally enforceable AI data protections, open to all districts Nov. 1.

  • 01A frontier vendor is now publishing its own capability tier alongside a broadly deployed release, which gives procurement a sharper question to ask every AI supplier: which tier, and what mitigations come with it.
  • 02Microsoft's legally enforceable student and teacher data protections open to every U.S. district on Nov. 1, a concrete reference point for anyone negotiating AI contract terms with other vendors this fall.
  • 03OpenAI's Navier-Stokes claim and Anthropic's formal-proof work are, as reported, vendor claims; independent verification is the signal that would turn either into a result.

Sep 16, 2026

Morgan State won Maryland's first public AI degree in months by building it first

Morgan State won Maryland's first public AI degree in months by building it first

Morgan State University launched Maryland's first public AI bachelor's degree by converting an existing cloud computing program into a full AI curriculum, completing the regulatory approval in months rather than years. The program prioritizes foundational computer science alongside AI-specific coursework and hands-on reinforcement learning projects, positioning graduates to design and extend AI models rather than simply use them.

  • 01Morgan State built 18 AI courses and embedded 8 completed projects into the curriculum before formally proposing the degree, enabling regulatory approval in days once evidence of the running program was presented.
  • 02Every student learns classical programming and data structures first, then progresses through problem-based courses scaled by difficulty level, culminating in a capstone with no lectures where the instructor acts as support.
  • 03The program emphasizes reasoning grounded in reinforcement learning and the Markov decision process rather than statistical analysis alone, preparing students to extend AI models and control technology instead of being directed by it.

Sep 16, 2026

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