Trustworthy AI
SAS Viya is a Data and AI platform that embeds trust, transparency, and human-centricity from data to deployment, revolutionizing your development pipeline with accountability and inclusivity at its core.
Trustworthy AI SAS Features DemosWatch presentations on the wide range of SAS AI features
Trustworthy AI Solution BriefLearn about our approach to AI and the SAS difference
Trustworthy AI HandoutLearn about trustworthy AI essential concepts
SAS Communities: Trustworthy AIEngage with SAS professionals on AI topics
Anonymize and Mask DataSelect a standardization definition to mask or anonymize data in a selected column
Detect Data DriftCreates metrics for tracking changes that happen in a dataset
Data Synthesis with Python fakerGenerate synthetic data using the Python faker in SAS Studio
LLM - Prompt CatalogSave to and select prompts from the promptcatalog table
Synthetic Data GenerationSAS Studio custom steps to help train, score and assess Synthetic Data models.
Natural Language Processing (NLP) - Identify LanguageIdentifies language for text data and creates a new column containing the language ISO 639-1 code
Trustworthy AI Using SAS®: A Technical DiscussionSee how a trustworthy AI approach injects fairness and oversight at every step of the AI and analytics journey
Creating Fair Machine Learning ModelsLearn how SAS Viya helps organizations arm themselves against unfair decisions and implement responsible AI.
Fostering Trustworthy AI Using a Model CardLearn the steps necessary to complete a model card and the benefits it offers
5 ethical questions to consider before making AI-driven decisionsSo now you're ready to make decisions with your models. You’ve asked many questions along the way and should now understand what’s all at play. But how can you ensure these decisions are trustworthy and ethical? Transparency is crucial. Sharing the reasoning behind our choices in relationships, whether at home [...]
Unleashing AI insights: 5 crucial questions for effective deploymentDeploying AI insights isn't just about pushing buttons and hoping for the best. The deployment phase is a pivotal moment where technology and ethics meet. When transitioning AI models from development to real-world use, prioritizing trustworthiness remains important. It’s not just about algorithms; it’s about how AI impacts people and [...]
5 key questions to ask when developing trustworthy AI modelsThey say trust is a delicate thing. It takes a long time to build trust. It’s easy to lose and hard to get back. Trust is built on consistent and ethical actions. Therefore, we must be intentional when creating AI models. It's crucial to ensure that trustworthiness is embedded [...]
Consider these questions when managing data during AI developmentTrustworthy AI is dependent on a solid foundation of data. If you bake a cake with missing, expired or otherwise low-quality ingredients, it will result in a subpar dessert. The same holds for developing AI systems to handle large amounts of data. Data is at the heart of every AI [...]