Research & Education

The Group of Machine Learning Research (GMUM) is an academic research group at Jagiellonian University in Kraków, Poland, led by prof. Jacek Tabor. Their work spans various aspects of machine learning, with a strong emphasis on deep learning, encompassing both foundational theory and practical applications. Key research areas include generative models (efficient training, sampling, inpainting, super-resolution), theoretical understanding of deep learning and optimization, natural language processing, drug design and cheminformatics, unsupervised learning, clustering, computer vision, and medical image analysis. GMUM also contributes to education, having cooperated in creating an Artificial Intelligence study program to equip students with essential AI skills.

Srotas Health is an AI-powered platform designed to revolutionize clinical trial management by addressing critical challenges in patient recruitment, data management, and trial efficiency. It leverages generative AI to identify, screen, and engage qualified patients, replacing fragmented processes with a unified autonomous system. The platform features AI-powered patient matching, clinical trial protocol optimization, and real-time data analytics. It helps overcome issues like poor lead quality, time-consuming manual screening, and high patient drop-off rates, which contribute to significant trial delays and costs. Srotas Health empowers sites, CROs, and pharma companies with tools that accelerate patient recruitment, improve feasibility, and cut costs, integrating seamlessly with existing EHRs, CTMS, and CRMs while ensuring data security and compliance.

Summify is an AI-powered knowledge tool designed to transform various content formats, including YouTube videos, podcasts, PDFs, web articles, and voice notes, into structured, searchable summaries. It helps users save hours by providing quick overviews, full transcripts with timestamps, and summaries in over 130 languages. The platform offers 11 distinct summary styles, ranging from quick overviews to academic formats, and includes an AI-powered chat feature for asking follow-up questions grounded in the content's transcript. Users can organize their summaries into "Pods"—themed knowledge collections that can be searched, shared, and even published. Summify also allows for integration with AI agents like Claude and ChatGPT, enabling them to access and respond based on your curated knowledge. Available as a free web app and Chrome extension, with paid plans offering additional features like voice note transcription and PDF exports.

Reflection 70B is a state-of-the-art open-source large language model, powered by Llama 70B, that distinguishes itself with an innovative self-correction mechanism. This 'Reflection-Tuning' methodology allows the model to identify and rectify its own reasoning errors in real-time, leading to significantly enhanced accuracy and reliability. It has demonstrated benchmark-topping performance across various metrics, including MMLU, HumanEval, MATH, IFEval, and GSM8K, surpassing even GPT-4o and Llama 3.1 405B. Reflection 70B is particularly adept at tasks requiring high precision, breaking down reasoning into distinct steps, and offers impressive coding abilities, making it a powerful tool for developers and researchers. It maintains seamless compatibility with existing tools and pipelines, ensuring easy integration into diverse workflows.

KAIST AI is the Kim Jaechul Graduate School of AI at the Korea Advanced Institute of Science and Technology, providing comprehensive academic programs in Artificial Intelligence. The institution offers various degree options, including Master of Science (MS), integrated MS and PhD, and Doctor of Philosophy (PhD) degrees, focusing on cutting-edge AI research. Its distinguished faculty members are experts in diverse fields such as Machine Learning, AI, Data Mining, Computer Vision, Natural Language Processing (NLP), and Robotics. KAIST AI is dedicated to fostering advanced research and education, preparing students for leadership roles in the rapidly evolving AI landscape.

Sider AI is an advanced AI-powered sidebar and browser extension designed to enhance research and productivity. It integrates multiple leading AI models, including ChatGPT, Claude, Gemini, and Grok, allowing users to conduct deep, human-like research efficiently. Key features include smart highlights, automatic note-taking, and the generation of visualized and interactive research reports. Sider AI also offers instant summarization of web pages and YouTube videos, on-the-fly text explanation, and translation into over 50 languages. It supports deep reading and analysis of both webpages and private files, and provides a 'Wisebase' for organizing research, web finds, and chats. Available across Chrome, Edge, Mac, Windows, iOS, and Android, Sider AI is trusted by over 10 million users.

Mila is a Montreal-based artificial intelligence research institute dedicated to advancing knowledge in machine learning, particularly deep learning and reinforcement learning. It unites researchers from Université de Montréal, McGill University, Polytechnique Montréal, and HEC Montréal. Mila is renowned for its foundational contributions to deep learning, including work on word embeddings, denoising autoencoders, ReLU networks, attention mechanisms, and GANs. The institute also explores theoretical foundations of deep learning, Neuro-AI, and applications in healthcare, environment, science, and social sciences. Mila fosters a stimulating research environment with significant computing resources and encourages participation in conferences, offering funded research opportunities and internships.

Amass is an AI-powered platform designed for researchers and biotech teams, transforming fragmented scientific data into a unified intelligence layer. It enables users to instantly search, cluster, and interact with millions of scientific articles, patents, and cross-disciplinary papers. The platform offers features like Competitive & Market Intelligence to track competitors and market signals, and AI-Powered Scientific Q&A that pulls answers from both private datasets and global knowledge bases, providing citation-backed results. Amass is built for various roles, from PhD students to business strategists, ensuring enterprise-grade security, SSO, role-based access controls, and a privacy-first design where internal data is never used for model training.

Avance Jurídico is a leading editorial in Colombia, specializing in providing clear, analyzed, and up-to-date Colombian legal information since 1998. The platform offers various solutions tailored to institutional needs, including customized products like Normogramas, Mejora Normativa, Legal Design, and Legal Compliance tools. Its flagship service, RedJurista, centralizes legal information, offering quick access to regulations, jurisprudence, and doctrine with detailed analyses. Additionally, Avance Jurídico leverages artificial intelligence with Jur-IA, a virtual assistant designed to answer legal questions, making it an indispensable ally for legal professionals seeking efficient and reliable legal insights.

ROSS Intelligence is an AI-powered legal research platform designed to streamline and enhance legal work. It allows users to ask legal questions in natural language, similar to how they would converse with a colleague, and receive relevant answers. Key features include the ability to find similar language in cases, analyze documents for overturned or questioned treatments, and automatically summarize cases in the context of a query. The platform also helps users avoid bad law by quickly identifying cases that have been overturned or criticized. ROSS Intelligence integrates comprehensive statutes and regulations for all 50 states, the United States Code, and the Code of Federal Regulations, making it a robust resource for legal professionals seeking efficient and accurate research.

Convo is an AI-powered qualitative research platform designed to scale user interviews and accelerate feedback analysis. It replaces rigid surveys with rich, scalable conversations, capturing authentic voices and delivering instant, AI-powered insights. The platform supports various applications, including market research, employee engagement, product development, and healthcare. Key features include natural voice conversations, AI data synthesis for extracting insights and grouping themes, concept testing with prototypes, and the ability to upload existing transcripts for analysis. Convo also offers audio and video recordings, editable insights for team collaboration, advanced analytics including body language analysis, API access, and a privacy-by-design approach ensuring data security and compliance.

Videotowords AI is a cutting-edge, AI-powered transcription service designed to convert audio and video files into accurate, written text quickly and efficiently. Utilizing advanced machine learning algorithms, it liberates users from time-consuming manual transcription tasks. The platform supports over 98 languages, offers 99.9% accuracy, and can handle file uploads up to 10 hours long. It's ideal for students, researchers, content creators, journalists, and professionals who need to transform spoken words into written formats like blog posts, articles, and summaries. Key features include AI-generated summaries, support for various file formats (MP3, WAV, MP4, AVI, etc.), and convenient online editing with export options to TXT, DOCX, and SRT.

Cove is an AI-powered Chrome extension designed to significantly enhance your workflow by integrating seamlessly with your favorite websites and applications. It allows users to summarize content, get answers to articles, perform complex research, and edit content directly with AI assistance. Cove blends the capabilities of leading AI models such as Anthropic’s Claude, OpenAI’s ChatGPT, Meta, and Perplexity, providing comprehensive support for various tasks. Its core features include AI-powered summarization, direct content editing with AI collaboration, integration with diverse platforms, content collection and organization, and AI-driven idea suggestions. This tool is ideal for anyone looking to streamline their information gathering and content refinement processes.

OranetAI is an AI technology company dedicated to harnessing the potential of Artificial Intelligence to address human challenges and contribute to society's greater good. The company emphasizes responsible AI adoption, ensuring ethical practices, and prioritizing privacy and security in all its offerings. OranetAI's mission is to develop cutting-edge AI-powered products and services that transform industries, elevate experiences, and enrich lives. They strive to make AI accessible and beneficial to everyone, empowering individuals and businesses with AI-driven solutions. Key features include multilingual support for AI chatbots, intent recognition to understand user queries, and context management for more natural and continuous conversations.

PaiByTwo Pvt. Ltd. is a deep tech robotics startup founded by research scholars at IIT Roorkee, specializing in Artificial Intelligence and Robotics. The company focuses on providing opportunities to enhance AI learning through research and development, offering quality training in key AI pillars such as Robotics, Computer Vision, Emotion AI, Machine Learning, Deep Learning, and Statistics. They cater to a wide range of learners, from school students to working professionals, through their 'PaiByTwo Classroom' initiative. Additionally, 'PaiByTwo Labs' innovates in cyber-physical systems, aiming to develop emotionally intelligent robots and provide services for agriculture, healthcare, smart cities, and smart manufacturing, aligning with Industry 4.0 readiness.

EnhanceMind AI Conference (EMAI) is Tanzania's premier 3-day residential AI conference, held annually since 2022. It serves as a hub for innovation, thought leadership, and collaboration, attracting a diverse audience of students, professionals, and corporate delegates. The conference explores the fundamentals, emerging trends, and groundbreaking breakthroughs in AI, Machine Learning, Generative AI, and Data Science. Attendees can expect inspiring talks from African and global AI leaders, hands-on workshops on agents, edge AI, RAG, and multimodal systems, and opportunities to engage in critical discussions on responsible AI and governance frameworks. The 2026 edition aims to position Tanzania as a leading AI hub in Africa, showcasing African-built AI systems and advancing AI governance.

Photon Insights is an advanced AI research assistant designed to streamline financial and market research. It utilizes a blend of generative AI and classical machine learning techniques to deliver key insights through smart search, question-answering, and customizable financial report creation. The platform offers features like real-time web-based snapshot research, auto-generated reports with citations for transparency, and sentiment and trend analysis. Users can interact with their organization's knowledge corpus, integrate with business applications like OneDrive, and generate investment memos. Photon Insights also provides an AI conversational agent for enhanced understanding of customer needs and internal knowledge sharing, all while prioritizing client confidentiality and security with SOC 2 Type 2 and ISO 27001 compliance.

Voicetapp is an AI-powered platform designed to streamline workflows for content creators, businesses, and individuals. It offers highly accurate speech-to-text transcription, converting audio to text with up to 99% accuracy, and supports multiple languages for global reach. Beyond transcription, Voicetapp provides intelligent AI content writing tools with prebuilt templates, AI chat, and versatile export formats. Users can also generate realistic AI voiceovers with lifelike human voices and wide variations. A unique feature is the AI YouTube to Blog converter, which transforms video content into SEO-optimized articles, enhancing engagement and driving traffic. The platform emphasizes ease of use, making advanced AI accessible without a steep learning curve.

CoLoop is an AI-powered platform designed to accelerate qualitative research and data analysis, helping teams transform raw data into strategic insights rapidly. It offers an end-to-end workflow for recording, synthesizing, and analyzing various research materials, including interviews, surveys, and customer feedback. The tool emphasizes transparency by linking every AI-generated insight back to original evidence through citations, allowing for human oversight and refinement. CoLoop supports multi-language projects with automatic transcription and translation in over 100 languages, and ensures data security with enterprise-grade encryption and SOC 2 compliance. It integrates with existing research tools and is purpose-built for diverse users, from in-house enterprise teams to independent researchers.

Google Labs serves as the central hub for Google's cutting-edge AI experiments and innovative tools. It provides a platform for users to explore the responsible development and application of artificial intelligence. The site features a diverse range of projects, from AI-powered music studios like Google Flow Music to experimental marketing tools such as Pomelli, and productivity agents like CC for Gmail. It also includes tools for creative concepting (Mixboard), building AI mini-apps (Opal), and transforming content into engaging learning experiences (Learn Your Way). Google Labs aims to make AI accessible and understandable, inviting users to interact with and provide feedback on these evolving technologies.

Rabbitholes AI is an innovative platform designed for deep research and visual knowledge mapping, offering an infinite canvas to interact with multiple AI models. Users can seamlessly switch between AI providers such as ChatGPT, Claude, and Gemini without experiencing context pollution or the need for constant tab switching. The tool facilitates advanced research workflows by allowing context linking between chats and visual organization of information. Available as a web application and a desktop app for macOS, Windows, and Linux, Rabbitholes AI aims to streamline the research process for individuals seeking an efficient way to manage and explore information with AI assistance.

Somos NLP is an international community dedicated to advancing Natural Language Processing (NLP) in Spanish. Its core mission is to bridge the gap in AI representation for 600 million Spanish speakers globally, ensuring their language and co-official languages are adequately represented in digital models. The initiative achieves this through various projects, including an open leaderboard for evaluating generative LLMs in Spanish, a campaign for collecting diverse Spanish and co-official language corpora, and the creation of large instruction corpora. Somos NLP also organizes educational activities like workshops and talks, and connects talent with research groups and companies through a job board, fostering a collaborative and open-source environment.

ChatPlayground AI is a comprehensive platform designed for comparing and interacting with over 40 leading AI models, such as ChatGPT, Google Gemini, Claude Sonnet, DeepSeek, and Llama. It offers a unified interface to access various chat, code, and image generation models, enabling users to evaluate their outputs side-by-side. Key features include a prompt library for optimal results, the ability for AI models to recall previous topics for seamless conversations, and content import functionality for PDFs and images to facilitate document summarization and information extraction. The platform emphasizes user privacy, ensuring that conversations are not stored or used for AI training, and is GDPR and CCPA compliant.

ELLIS Alicante Foundation is a leading AI research institute dedicated to human-centric Artificial Intelligence. As a key part of the ELLIS Network, it prioritizes fundamental research excellence in AI, aiming to advance the state of the art and generate technological innovation with a positive social and economic impact. The foundation focuses on pioneering how AI can understand, interact with, and serve people ethically and responsibly. Their work includes projects on cognitive biases, trustworthy AI, federated learning, and AI for social good, such as the Maike Socratic Chatbot and the Covid19ImpactSurvey. ELLIS Alicante also offers an ELLIS PhD Program for young researchers and hosts numerous workshops and lecture series, contributing significantly to the academic community.