AI use cases in {industry}
StudyFetch built a comprehensive learning platform powered by Claude, providing personalized learning experiences through their AI tutor Spark.E. The platform analyzes lectures, generates study materials, and offers 24/7 tutoring support in over 20 languages, enabling students to master complex subjects with tailored, interactive assistance.
Pepperdine University uses Gemini for Google Workspace to enhance accessibility and collaboration across campuses. Faculty leverage generative AI for custom lesson plans and research support, while administrative teams use it for tasks like creating meeting minutes and custom images for presentations. Live captioning and translation features in Google Meet address language barriers, fostering equity and accessibility for students.
MagicSchool, an AI assistant platform for educators and students, uses Anthropic's Claude to help teachers save time by automating tasks like lesson planning, quizzes, and personalized student feedback. This allows teachers to focus more on student interaction, reducing burnout and improving education quality.
Speak uses OpenAI's Realtime API to power its role-play feature, allowing users to practice conversations in a new language with AI-powered, speech-to-speech interactions. The app leverages multimodal capabilities to provide more human-like feedback.
Arivihan, an online learning platform in India, uses Meta’s Llama to generate personalized answers, as well as lectures, for students.
CareerVillage is building an app called Coach to empower job seekers, especially underrepresented youth, in their career preparedness; already featuring 35 career development activities, the aim is to have more than 100 by next year.
Beyond 12 has developed an AI-powered college coach to offer scalable coaching to first-generation students that’s available over text, app, and the web.
Arco Educação, a Brazilian company focused on educational solutions, uses OpenAI's GPT models to reduce administrative workload for teachers, allowing them to focus more on each student.
Upeo Labs, a Kenyan AI startup, leverages Meta's Llama 3.1 for Somo-GPT, a teaching assistant that digitizes Kenya’s national curriculum, with conversational assistance across subjects like biology, history, and mental health.
Lowe's fine-tunes OpenAI's GPT-3.5 to improve the accuracy of product descriptions and tagging on Lowes.com.
FoondaMate, a study helper for middle & high school students in emerging markets, uses Meta's Llama to power its AI study buddy available on WhatsApp and Messenger. It answers questions on various subjects, adapts to different English levels and uses multi-step guidance. The platform currently has 3 million students across South Africa, Zimbabwe, and Nigeria – and report 30% uplift in university eligibility for their users.
BYU Pathway Worldwide integrated generative AI into their Copilot Studio support bot, resulting in immediate time savings of over 150 human hours per week.
Victoria University of Wellington uses Microsoft Copilot Studio's generative AI capabilities to provide students with a 'single pane of glass' experience. The AI pulls from the University's data sources to deliver natural language answers to student queries, simplifying information access and enhancing the student experience. Over 90% of pilot participants reported positive feedback, and 95% said they would use the system again.
Pepperdine University has students and faculty who speak many languages, and with Gemini in Google Meet, they can benefit from real-time translated captioning and notes.
Zelma, powered by OpenAI’s GPT models, makes education data accessible to parents, teachers, administrators, and policymakers across the U.S. It integrates standardized test data, giving insights on student performance in ELA and math. Zelma uses function calling to generate visual data displays and provides SQL logic for verification. It also makes all questions public to facilitate learning from others.
Researchers at UC Berkeley have introduced RAFT (Retrieval-Augmented Fine-Tuning) by leveraging Meta Llama 2 on Azure AI Studio. RAFT enhances domain adaptation in language models by improving their ability to retrieve and integrate relevant information. This novel approach benefits specialized applications by making Meta Llama 2 more versatile and adaptable to various domain-specific tasks.
Pratham developed 'BaalSakhi', a chatbot powered by Meta's Llama 2 (70B), integrating via WhatsApp to provide personalized, on-demand support for early childhood care and education to parents and caregivers in resource-poor settings. BaalSakhi draws insights from trusted sources like government departments, UNICEF, WHO, and childcare experts, helping users navigate their child's early development journey independently.
Mathpresso's QANDA platform utilizes Meta's Llama 2 to create MathGPT, a math-specific large language model that enables highly personalized learning experiences. By leveraging open-source models, Mathpresso offers flexible, domain-specific educational products that democratize access to quality education, allowing learners worldwide to receive tailored math support.
Duolingo uses GPT-4 to enhance its language learning app with two key features: Role Play, an AI conversation partner, and Explain My Answer, which offers grammar explanations for user mistakes. These features, integrated into a new subscription tier called Duolingo Max, provide users with dynamic, contextual conversation practice and improve learning outcomes.
Khan Academy is using GPT-4 to power Khanmigo, an AI assistant that serves as a virtual tutor for students and a classroom assistant for teachers. The pilot program aims to personalize learning by asking individualized questions to deepen student understanding, and to help teachers quickly tailor lessons and materials for their classrooms.
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