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

  • DreamBox Math

    Discovery Education Announces Updates to Experience, DreamBox Math

    K-12 learning solution provider Discovery Education has announced enhancements to its Discovery Education Experience and DreamBox Math products, designed to create a more personalized, engaging learning experience for students.

  • 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.

  • digital dashboard featuring a shield icon, graphs, a world map, and network nodes

    IBM Launches Agentic AI Governance and Security Platform

    IBM has introduced a new software stack for enterprise IT teams tasked with managing the complex governance and security challenges posed by autonomous AI systems.

  • laptop and fish hook

    Security Researchers Identify Generative AI 'Vishing' Attack

    A new report from researchers at Ontinue's Cyber Defense Center has identified a complex, multi-stage cyber attack that leveraged social engineering, remote access tools, and signed binaries to infiltrate and persist within a target network.