BRN’s UCARAH project provides generative AI tool makers with credible and authoritative LLM training data to deepen your model’s understanding of the education community, and increase output accuracy and relevance. Using BRN’s datasets heighten your model’s ability to communicate in an authentic, human-like tone that resonates with educators from school leaders to classroom teachers.
BRN owns the largest single archive of high-quality, recorded education discussions available to train or fine-tune GenAI models to improve reliability, accuracy, relevancy, authenticity, and tone.
For nearly two decades, we’ve been the ears on the ground, tuning into the evolving rhythms of the education community. Unexpectedly, we morphed into more than just a podcast network – we’ve become a global listening platform. Today, BRN stands as an unparalleled reservoir of deeper, more nuanced insights about the global education community. From the perspectives of the US Secretary of Education to the voice of local school teachers; the reflections of UNICEF’s Global Director of Education to the musings of college professors – BRN is where the world’s educators voice their interests, pressing concerns, and top priorities.
BRN continues to produce new programming and has been updating the content weekly for 18 years.
For 18 years, BRN has been hosting, recording, sharing, and archiving educator conversations in collaboration with the nation’s leading education associations. Our repository includes years of discussions from the International Society of Technology in Education (ISTE), the Association for Supervision and Curriculum Development (ASCD), the School Superintendents Association (AASA), the National Association for the Education of Young Children (NAEYC), The National Association of Elementary School Principals (NAESP), The National Head Start Association (NHSA) and more. BRN also hosts discussions for EdWeek and educators from PreK to higher ed, including US secretaries of education, and educators on five continents. Our production agreements grant BRN exclusive rights to the IP we produce with our partners.
The dataset is segmented by categories correlated to the content source, subject matter, and target audience. Categories include programming created for early childhood educators, K12 educators, special education teachers, principals, school superintendents, education technologists, education researchers, school psychologists, reading specialists, school nurses, school business officials, and policymakers.
Subject matter content spans a comprehensive list of topics, including school culture, school leadership, professional development, technology integration, classroom management, digital literacy, project-based learning, assessment, collaboration, restorative practices, teaching English language learners, social-emotional learning, learning loss and recovery, digital citizenship, maker spaces, teaching teens and tweens, storytelling, student engagement strategies, artificial intelligence, game-based learning, personalized learning, student-centered learning, data privacy, remote learning, best practices, school business management, school nursing, student counseling, flipped and blended learning, and innovation.
The dataset is divided into three categories of accessibility:
* All BRN content is edited down to between 10 and 20 minutes from conversations that ran up to an hour or more. Depending on the years recorded, 50-80 percent of BRN archived content has never been released or accessible online.
BRN has over 5,000 episodes of recorded podcasts. Most of the recordings are in the WAV, and MP3 formats. We have some WMA and Mp4 video in the archives.
GenAI models trained or fine-tuned with almost two decades of BRN conversations are uniquely positioned to.
The data is available for commercial and non-commercial use. All personally identifiable information will be redacted. There are restrictions on sharing the data with third parties or collaborators. Licensee must comply with GDPR, CCPA, and other relevant privacy laws.
There is API access to the datasets, and BRN offers tech support and access to domain experts to assist with integeration.
There are several licensing options, including one-time, multi-year, data subset, and exclusive dataset licensing for a defined time period. Contact us to discuss your needs.
By training or fine-tuning GenAI models and tools with decades of educator conversations, model makers can differentiate their tools from competitors based on datasets that do not include authentic, interactive exchanges between educators. Their models can stand out by demonstrating keen insight into the social and cultural complexities of the education community. Using BRN datasets goes beyond surveys, and focus groups providing more robust understanding education issues, the authentic ways educators have responded, and how those responses have evolved over 18 years..