Elevate Your AI Game: New Responsible AI Features in Azure AI
Chandan Bilvaraj
Engineer Digital Innovator | Embracing the Future of Technology with Creativity and Curiosity | Driving Change in the Tech World
A More Comprehensive Model Benchmarking Experience
Azure AI Foundry now offers an upgraded model benchmarking experience, introducing additional metrics such as latency, estimated costs, and throughput, alongside generation quality assessments. This empowers users to make informed decisions by evaluating base models across multiple dimensions, understanding trade-offs, and optimizing performance.
? Enhanced Risk and Safety Evaluations for Content
New out-of-the-box tools assess risks and safety for image and multimodal content in generative AI interactions. These evaluations help measure the frequency and severity of harmful content, enabling targeted mitigations and supporting production readiness.
????Azure AI Foundry Evaluations SDK & UI: Now Generally Available
With the release of the Azure AI Foundry Evaluations SDK (v1.0.0), users gain access to a robust code-first Python interface for local and cloud evaluations. Additionally, the user-friendly portal offers visualization tools and a low-code wizard for streamlined submissions.
领英推荐
??GitHub Actions for Seamless GenAI Evaluations
Integrate GenAI evaluations into your GitHub CI/CD workflows effortlessly with GitHub Actions. This feature enables developers to run automated assessments for metrics like groundedness, coherence, and fluency after every commit, speeding up experimentation and iteration.
??Scalable Cloud Evaluations
Take advantage of cloud-based evaluations to analyze large-scale production datasets efficiently. The Azure AI Evaluation service, accessible via the Foundry Python SDK, allows users to remotely initiate evaluation jobs and retrieve comprehensive results.
????Unified AI Reporting for Better Governance
Soon, developers can generate unified AI reports that combine essential project details, including business use cases, risk assessments, model cards, and evaluation results. These reports, exportable in PDF and SPDX 3.0 AI BOM formats, streamline integration into governance workflows, aiding business leaders in evaluating production readiness and managing AI impact assessments effectively
Azure AI’s new features elevate responsible AI development by offering deeper insights, streamlined processes, and enhanced governance capabilities, ensuring your AI models and applications are optimized and production-ready.