What is AI inferencing? - IBM Research Part of the Linux Foundation, PyTorch is a machine-learning framework that ties together software and hardware to let users run AI workloads in the hybrid cloud One of PyTorch’s key advantages is that it can run AI models on any hardware backend: GPUs, TPUs, IBM AIUs, and traditional CPUs
Artificial Intelligence - IBM Research AI for Code AI for Supply Chain AI Testing Automated AI Causality Computer Vision Conversational AI Explainable AI Fairness, Accountability, Transparency Foundation Models Generative AI Granite Human-Centered AI Knowledge and Reasoning Machine Learning Natural Language Processing Neuro-symbolic AI Speech Trustworthy AI Trustworthy Generation
Machine learning: From “best guess” to best data-based decisions Machine learning: From “best guess” to best data-based decisions IBM Causal Inference 360 Toolkit offers access to multiple tools that can move the decision-making processes from “best guess” to concrete answers based on data
What is federated learning? - IBM Research Federated learning is a way to train AI models without anyone seeing or touching your data, offering a way to unlock information to feed new AI applications
What is generative AI? - IBM Research Generative AI refers to deep-learning models that can generate high-quality text, images, and other content based on the data they were trained on
India - IBM Research We’re working on ways to model user intents using machine learning methods and rule-based dialog flow to enhance the field of conversational AI We’re building on frameworks such as Watson Assistant, DialogFlow, and lex to help ensure deep learning models are applicable for use in enterprise settings At IBM Research – India, we are working on various approaches that could help bring the
What are foundation models? - IBM Research What makes these new systems foundation models is that they, as the name suggests, can be the foundation for many applications of the AI model Using self-supervised learning and transfer learning, the model can apply information it’s learnt about one situation to another
Quantum Computing - IBM Research We’re inventing what’s next in quantum research Explore our recent work, access unique toolkits, and discover the breadth of topics that matter to us