Building Confidence with AI Evals: A Developer's Guide

🧠 AI-generated UI needs intent, not just prompts At #webinale, Selam Moges shows how teams can make AI-generated interfaces more transparent, auditable and user-centered before the first pixel exists. You’ll learn: ✨ how to define user + business intent upfront ⚙️ where dark patterns can emerge in AI design flows 🔍 why ethical “linting” belongs earlier in the workflow As part of Agentic Web Week, #webinale looks at the future of adaptive, AI-native web experiences — and that future needs interfaces people actually feel good using. 📅 26.10. - 30.10.2026 | webinale |📍Munich 🔗 Discover the session: https://lnkd.in/eZveM2_z #webinale #AgenticWebWeek #AI #UXDesign #ProductDesign

Designing Trustworthy AI Experiences Setting purpose, boundaries, and guardrails—so AI stays a co-pilot, not a pilot, no matter which technology is under the hood" Discover More → https://lnkd.in/e9HGPbsi #TrustworthyAI #AIDesign #AIUX #LinkedIn

Designing Trustworthy AI Experiences Setting purpose, boundaries, and guardrails—so AI stays a co-pilot, not a pilot, no matter which technology is under the hood" Discover More → https://lnkd.in/e9HGPbsi #TrustworthyAI #AIDesign #AIUX #LinkedIn

AI metrics can tell us what the system produced. But they do not always tell us whether the experience actually worked for the user. ✨ That distinction matters. Because an AI feature can generate more content, automate more steps, or increase activity... and still leave people confused, hesitant, or unsure what to do next. The real value of AI shows up when the experience helps people move forward with more clarity, confidence, and less friction. That is why teams should look beyond output alone. The experience is where adoption, trust, and business value often begin. 👇 Brought to you by OneSource Labs, Inc.: part of our series, Designing AI Experiences People Actually Want to Use. #AI #UserExperience #UXResearch #HumanCenteredAI #ProductDesign #AIAdoption #CustomerExperience #OneSourceLabs

Not every AI feature needs to become a chatbot. While working on Flowdeck, I keep asking one question: Is conversation really the clearest interaction here, or would a structured action, suggestion or summary work better? AI should reduce friction, not add another layer to navigate. #AIUX #ProductDesign #UXDesign

Can we officially retire the "AI isn't replacing designers" posts? 🤧 We heard you the first 847 times, and at this point, it's less of a hot take and more of a daily reminder. #UXDesign #UIDesign #ProductDesign #DesignCommunity #Figma #UserExperience #AI #UIUX

A common pitfall with generative AI is failing to implement proper governance and guardrails. Companies sometimes rush to create fully generative user experiences that disrupt everything, forgetting that humans are creatures of habit. This approach can break the user contract and lead to the opposite of the intended effect. Effective integration requires careful consideration of user behavior and the strategic placement of AI capabilities. #GenerativeAI #UserExperience #ProductManagement #AIGovernance #TechStrategy

The smartest AI is useless if people don't trust using it. That's why we obsess over clarity, interaction design and confidence—not just model accuracy. Because adoption starts with experience. Hashtags #UXDesign #AIUX #ProductDesign #UserExperience #AI #QuantaloomAI

** 🚗🌟 Driving into the Future with AI! Waze is undergoing a revolutionary transformation, integrating Google’s AI assistant, Gemini, for a more personalized driving experience. Key updates include the innovative conversational reporting feature, allowing users to report traffic incidents and map changes using natural language voice commands. This seamless interaction ensures accurate mapping and simplifies traditionally tedious tasks. Additionally, the Destination Search feature aids safe, distraction-free driving by guiding users to destinations like open coffee shops without any manual input. Dive into the future of AI-powered navigation and learn how these enhancements are reshaping journeys worldwide. Explore these exciting advancements and more in The Verge article. [Read more] #AI #Innovation #Driving #Technology #Gemini #Waze #Navigation #UserExperience https://lnkd.in/eZPVYzNf --- **

Generative UI, or Gen UI, is a user interface dynamically created in real-time by artificial intelligence. This concept has gained prominence recently, fundamentally changing how interfaces are built and experienced. The core idea is that the UI adapts and is generated on the fly, powered by AI. Understanding this shift is crucial for evaluating its impact on customer experience. #GenerativeUI #CustomerExperience #ArtificialIntelligence #UIDesign #TechTrends