Classroom AI Tool Built Around Education-Specific Large Language Model

AI company Merlyn Mind has launched an education-specific tool designed for the classroom and built around a large language model created using vetted educational resources, as opposed to AI tools built on broader internet content.

The tool, Merlyn Origin, gives teachers the ability to "use their voice from anywhere in the classroom to control their learning applications, computer, and front-of-class display. With Origin, teachers can access classroom lessons, generate quick quizzes, and help students find answers on the spot – all with the confidence that they're pulling content from an LLM specifically trained on vetted, educational content and resources, not from the entirety of the internet."

Merlyn Mind said Origin is the first large language model, or LLM, created specifically for classroom use. The company said other educational tools powered by generative AI rely on broad-based LLMs like ChatGPT.

Classroom AI Tool Built Around Education-Specific Large Language Model

In addition to being built around vetted educational content, it's also designed to block "inappropriate use" and protect user data through redaction. It's also designed to prevent "hallucinations," the phenomenon in which generative AI's will make up "facts," cite non-existent sources, or otherwise generate non-factual information. The company did not indicate how its AI achieves this.

"Educators must be able to confidently employ AI tools tailored for classroom use, emphasizing their educational and developmental suitability," said Dr. Satya Nitta, Co-founder and CEO at Merlyn Mind. "Driven by our belief that people collaborating with purpose-built AI can unlock previously unattainable human progress, Origin has been designed as a secure, locally-focused, and education-centric solution aimed at enhancing learning outcomes and advancing our objective of incorporating the latest AI advancements into education."

The company said that in the future, educators will also be able to " integrate their own content and curriculum into the platform as part of a walled-garden approach that allows both teachers and students to harness the capabilities of generative AI safely to encourage curiosity and promote higher-order thinking during class, which, in turn, enhances the learning experience."

Further details are available at merlyn.org.

About the Author

David Nagel is the former editorial director of 1105 Media's Education Group and editor-in-chief of THE Journal, STEAM Universe, and Spaces4Learning. A 30-year publishing veteran, Nagel has led or contributed to dozens of technology, art, marketing, media, and business publications.

He can be reached at [email protected]. You can also connect with him on LinkedIn at https://www.linkedin.com/in/davidrnagel/ .


Featured

  • Abstract AI circuit board pattern

    Nonprofit LawZero to Work Toward Safer, Truthful AI

    Turing Award-winning AI researcher Yoshua Bengio has launched LawZero, a nonprofit aimed at developing AI systems that prioritize safety and truthfulness over autonomy.

  • abstract pattern of cybersecurity, ai and cloud imagery

    Report Identifies Malicious Use of AI in Cloud-Based Cyber Threats

    A recent report from OpenAI identifies the misuse of artificial intelligence in cybercrime, social engineering, and influence operations, particularly those targeting or operating through cloud infrastructure. In "Disrupting Malicious Uses of AI: June 2025," the company outlines how threat actors are weaponizing large language models for malicious ends — and how OpenAI is pushing back.

  • tutor and student working together at a laptop

    You've Paid for Tutoring. Here's How to Make Sure It Works.

    As districts and states nationwide invest in tutoring, it remains one of the best tools in our educational toolkit, yielding positive impacts on student learning at scale. But to maximize return on investment, both financially and academically, we must focus on improving implementation.

  • red brick school building with a large yellow "AI" sign above its main entrance

    New National Academy for AI Instruction to Provide Free AI Training for Educators

    In an effort to "transform how artificial intelligence is taught and integrated into classrooms across the United States," the American Federation of Teachers (AFT), in partnership with Microsoft, OpenAI, Anthropic, and the United Federation of Teachers, is launching the National Academy for AI Instruction, a $23 million initiative that will provide access to free AI training and curriculum for all AFT members, beginning with K-12 educators.