Research & Education

MathGeni – AI Math Solver is a personal AI mobile app designed to instantly solve math problems. Users can simply scan a math problem with their phone camera and receive detailed, step-by-step explanations. The app covers a wide range of mathematical topics, including basic arithmetic, algebra, geometry, trigonometry, and calculus, making it suitable for students and professionals alike. Beyond just solving, MathGeni aims to make problem-solving simple, fast, and fun, helping users understand concepts rather than just getting answers. It also includes a built-in calculator for quick operations, enhancing its utility as a comprehensive math assistant.

Promova is an AI-powered language learning app designed to help users achieve fluency and confidence in new languages. It moves beyond traditional lessons by focusing on practical application through features like AI role-play chats, which simulate real-life conversations for scenarios such as job interviews or doctor visits. The app provides instant feedback on pronunciation and grammar, reinforcing vocabulary. Users benefit from personalized daily learning plans, bite-sized lessons covering specific topics, and over 4000 lessons. Promova supports learning multiple languages including English, Spanish, French, German, and Korean, and is available on web, iOS, and Android, with progress synced across devices. It emphasizes a supportive environment for making mistakes and learning at one's own pace.

LingChat is an AI-powered language learning tool designed to help users overcome speaking barriers and achieve fluency. It provides an engaging platform for practicing new languages by conversing with smart AI characters. This approach ensures consistent speaking practice, which is essential for mastering a new language anytime and anywhere. The tool aims to make language acquisition more accessible and effective, offering a dynamic environment for users to improve their conversational skills and build confidence in their target language.

WRD is an AI-powered language learning accelerator designed to help individuals understand and speak any language faster than ever before. It amplifies existing learning methods by using a scientifically optimized system based on how the brain naturally absorbs new information. The app employs a proprietary, 4th-generation AI algorithm that studies user reactions, speed, and accuracy to build a constantly evolving personal learning curve. It delivers a perfect mix of audio, visual, and text elements to make words stick instantly, maximizing progress per minute. WRD is ideal for busy professionals, parents, and anyone with limited time, promising real results in weeks rather than years, and helping users integrate faster into new language environments.

Stella: Learn Spanish AI is a mobile application designed to facilitate Spanish language acquisition for users of all levels. Leveraging advanced AI, the app offers a personalized and interactive learning journey. It focuses on enhancing the user's experience by tracking in-app learning progress, ensuring that the content adapts to individual needs. The app is intended for personal, non-commercial use and provides a structured approach to learning Spanish. Users can access the service through paid subscription plans, managed via their app store accounts, with automatic renewal options. All content, including lessons and designs, is proprietary to HONG KONG BETENSH LIMITED, ensuring a consistent and high-quality educational experience.

Jochem is an AI-powered solution designed to provide instant and accurate answers to customer and employee queries directly within your existing toolstack. It helps organizations streamline second-line support by reducing the need for manual searching through files and articles. Jochem not only answers questions but also improves the knowledge base on-the-go by capturing new information from experts and feeding it back into the system after approval. This continuous learning process eliminates repetitive questions to experts and avoids dependency on specific employees. The tool also features smart matching to connect unanswered questions with the most relevant internal experts, ensuring that human help is only requested when truly needed. Jochem is ISO 27001 certified and GDPR compliant, ensuring enterprise-grade security and data privacy.

FluentWorlds offers an innovative 3D immersive online language learning experience for Spanish and English. Users can explore interactive virtual worlds, engaging in simulated real-world environments to accelerate learning and enhance memory. The platform includes FluentWorlds Academy for expert personal tutoring and 3DMeet for engaging web conferencing. Additionally, its Perfect Accent feature, developed by the creator of Amazon Alexa, provides precise and gentle accent guidance using advanced machine learning and smart voice-recognition software. This transformative method aims to make language acquisition more effective than traditional techniques, helping users perfect their pronunciation and expand their vocabulary for future career opportunities.

Mirinae Explorer is an AI-powered study aid designed to help users learn and understand the Korean language. It analyzes any Korean text provided, breaking down sentences into their constituent parts. The tool identifies and explains parts-of-speech, particles, conjugations, and grammar patterns. It also shows the phrase-structure of sentences, offers individual word meanings, and provides a complete sentence translation. This comprehensive analysis makes it easier for learners to grasp the nuances of Korean grammar and vocabulary, serving as an effective resource for anyone studying the language.

Say World is an AI language partner designed to help users speak 10 languages with confidence through real-time voice conversations. It offers personalized missions, instant feedback on grammar and pronunciation, and a structured curriculum for learners of all levels. Users can choose conversation topics, set specific learning goals like grammar or fluency, and track their progress over time with detailed analytics. The platform supports English, Spanish, French, Japanese, Chinese, Korean, German, Hindi, Portuguese, and Italian, making it a versatile tool for building natural speaking skills without memorization.

Versa is a mobile application designed to help users achieve English fluency through interactive, AI-powered conversational practice. It provides personalized lessons and instant feedback, simulating real-life conversations with human-like AI tutors. The platform emphasizes face-to-face interaction, which research suggests is crucial for language acquisition, distinguishing it from passive learning methods. Users can practice speaking with various AI tutors like Alex for conversational English, Jenny for business English, and Adam for travel English. Available on iOS and Android, Versa adapts to different accents and supports 11 native languages, making it accessible to a global audience.

Quizi AI is a mobile application designed to revolutionize the way students study by converting any text-based material into interactive quizzes using advanced AI. Users can simply snap a photo of textbooks, notes, PDFs, presentations, or even whiteboards, and the AI instantly extracts the text to create personalized quiz questions. The tool supports over 100 languages, making it highly versatile for international students and language learners. It offers features like detailed analytics to track learning progress and performance insights, helping students study smarter. Quizi AI leverages Google's ML Kit for accurate text recognition and processes images locally on the device for enhanced privacy.

SQA: AI Global Quiz is an AI-powered mobile application designed for global quiz competitions. Users can test their knowledge with an endless supply of AI-generated questions spanning multiple categories. The app supports 17 languages, including full RTL support, making it accessible to a diverse international audience. Players can compete with friends or random opponents in multiplayer mode, rise in global leaderboards, and even influence question points. Regular updates ensure stability and new features, such as the recently launched multiplayer mode, enhance the competitive experience. It's an award-winning platform for engaging and challenging quiz gameplay.

Meshclass AI Japanese Learning is an innovative platform designed to help users master Japanese through AI-powered conversations and structured lessons. It moves beyond rote memorization by providing detailed AI explanations, instant feedback on grammar, pronunciation, and expression, and smart review sessions to ensure long-term retention. The tool supports various learning styles with AI chat, role-playing scenarios, and over 100 structured courses from beginner to advanced levels. It also offers comprehensive JLPT preparation for N5 to N1, featuring over 6,000 practice problems with clear explanations, making it suitable for students, travelers, business professionals, and JLPT candidates alike.

SchoolMouv is a comprehensive online academic support platform designed for students from CP (primary school) to Terminale (final year of high school) in France. It offers a vast library of over 16,000 educational resources, including video lessons, clear course summaries, interactive quizzes, exercises, flashcards, and study guides, all meticulously aligned with official French national curricula. The platform emphasizes a pedagogical approach, with 92% of students reporting better understanding of their courses and 9 out of 10 staying more focused due to its engaging and interactive formats. SchoolMouv also provides personalized progress tracking and an AI-powered tutor available via chat for homework help and academic coaching, aiming for concrete results like an average increase of 3 points in grades.

ReconX is an innovative AI tool designed for 3D scene reconstruction, particularly effective in scenarios with sparse input views. It addresses the challenge of creating detailed 3D models from insufficient visual data by reframing the reconstruction process as a temporal generation task. The core of ReconX lies in its ability to harness the strong generative prior of large pre-trained video diffusion models. To ensure 3D view consistency, it first constructs a global point cloud from limited input views and encodes it into a contextual space, serving as a 3D structure condition. This condition guides the video diffusion model to synthesize video frames that are both detail-preserved and exhibit high 3D consistency. Finally, ReconX recovers the 3D scene from the generated video using a confidence-aware 3D Gaussian Splatting optimization scheme, outperforming state-of-the-art methods in quality and generalizability on real-world datasets. The code for ReconX is expected to be released soon.

refinery is an open-source tool designed for data scientists to effectively manage and improve natural language data for NLP projects. It addresses common challenges such as insufficient labeled data, disorganized training data, and limited resources for annotation. The tool facilitates a data-centric approach to building NLP models, offering features like semi-automated labeling, identification of low-quality data subsets, and data monitoring. It integrates with state-of-the-art libraries like Hugging Face and spaCy, and supports neural search with Qdrant. refinery aims to make training data building a programmatic and enjoyable task, providing capabilities for extensive data management, monitoring, and team collaboration in its managed version.

Laplace is an open-source Python package designed to simplify the application of Laplace approximations within deep learning. It supports various configurations, including approximations for entire neural networks, specific subnetworks, or just their last layer. The package provides functionalities for posterior approximations, marginal-likelihood estimation, and a range of posterior predictive computations. It is accompanied by a research paper, "Laplace Redux—Effortless Bayesian Deep Learning," which introduces the library and demonstrates its versatility. Users are encouraged to experiment with different options like Hessian factorization and prior precision tuning methods to optimize its performance for specific applications.

LocalMind AI is an iOS mobile application designed to provide a secure and private AI experience directly on your iPhone. This innovative tool operates entirely offline, meaning all processing occurs on your device, and no personal data is ever sent to cloud servers or third parties. This commitment to privacy ensures that users can leverage AI capabilities without concerns about data breaches or surveillance. The app offers a versatile AI experience for various tasks, eliminating the need for account creation or ongoing subscriptions. It's built for users who value data sovereignty and seek a powerful, independent AI assistant that respects their personal information.

R-CNN (Regions with Convolutional Neural Network Features) is an open-source visual object detection system developed by Ross Girshick, Jeff Donahue, Trevor Darrell, and Jitendra Malik at UC Berkeley EECS. It integrates bottom-up region proposals with rich features extracted by a convolutional neural network. At the time of its release, R-CNN achieved a 30% relative improvement in detection performance on PASCAL VOC 2012, reaching 53.3% mean average precision. While no longer maintained and considered a historical artifact, it serves as a foundational work for more recent and advanced object detection methods like Fast R-CNN and Faster R-CNN. The codebase is available on GitHub and requires MATLAB and Caffe for installation and use.

Auto Streamer & Course Maker is a downloadable application designed to help users learn and teach any subject by creating comprehensive educational websites. It generates infinite course outlines and complete web courses, including audio, in real-time. The tool supports a wide range of topics, from humanities to programming, and offers a linguistic playground with over 50 languages and 6 vocal tones. Users can customize course presentation, define course length, and control content depth with word limits per chapter. It also features dark and light modes for visual appeal. Auto Streamer requires an OpenAI API key for content generation and is available for Windows, with a Mac version coming soon.

solo-learn is an open-source library dedicated to self-supervised methods for unsupervised visual representation learning, built on PyTorch Lightning. It aims to offer state-of-the-art techniques within a consistent and comparable framework, while also incorporating various training optimizations. The library is self-contained, allowing for flexible integration of its models into other projects. Key features include a wide array of self-supervised methods like Barlow Twins, BYOL, DINO, MAE, MoCo V2+, SimCLR, and VICReg, alongside support for various backbones such as ResNet, ViT, and ConvNeXt. It also boasts increased data processing speed with Nvidia Dali, flexible augmentations, and comprehensive evaluation methods including online/offline linear evaluation and K-NN evaluation. The tool is ideal for machine learning researchers and developers working on visual representation learning tasks.

Aptean GenAI Query is designed to help business users make faster, smarter decisions by enabling them to interact with their data using natural language queries. This iOS mobile application provides real-time answers and instant visual insights, generated by AI and grounded in actual business data. It eliminates the need for technical expertise or waiting on IT departments, streamlining the data exploration process. Users can spot risks, uncover opportunities, and gain a deeper understanding of their operations without complex data analysis skills, making data-driven decision-making accessible to a broader audience within an organization.

Saima is the world's first AI-based adaptive video speed solution designed to enhance comprehension and focus for online learners and professionals. It intelligently adjusts video playback speed to match the user's understanding, allowing them to watch more content in less time. Beyond adaptive speed, Saima offers features like silence removal, voice boosting for clarity, and collaborative note-taking. Users can annotate videos, organize notes in dedicated workspaces, and share them for team collaboration. Endorsed by neuroscientists, Saima aims to turn passive video watching into active engagement, boosting productivity and retention across various platforms like YouTube, Coursera, Udemy, and LinkedIn Learning.

Skywork AI is an innovative AI workspace platform designed to streamline content creation and research processes. It excels at converting basic inputs into a variety of multimodal content formats, such as detailed documents, engaging slides, organized sheets, informative podcasts, and professional webpages. Utilizing its DeepResearch technology, Skywork AI conducts in-depth analysis, reportedly analyzing over 600 webpages per task, to ensure comprehensive and high-quality outputs. The platform is ideal for professionals like analysts, educators, and even parents, enabling them to generate reports, design presentations, or create audiobooks with ease. Skywork AI aims to realize any content idea its users can imagine, acting as an originator of AI workspace agents.