Distinguished Technologist - Machine Learning & AI | Top 10 Women Tech Leaders National Awardee 2023
We've been obsessed with "seamless" experiences that make AI feel magical—but what if that's backwards? In our latest piece for O'Reilly Radar, Shreshta Shyamsundar and I explore why the future belongs to interfaces that embrace "progressive disclosure of intelligence." We need systems that show their reasoning, reveal their limitations, and invite human collaboration. The most successful AI products won't be the ones that hide complexity—they'll be the ones that make complexity transparent and navigable. This isn't just about explainability; it's about designing for true human-AI partnership. For UX practitioners, this means rethinking everything from error states to progressive disclosure patterns. We're not just designing interfaces anymore—we're designing relationships between humans and intelligent systems. Read the full article: https://lnkd.in/gXvWBBad Rafee Tarafdar | Sandeep Mehta | Megha Honna | Juan Rada León | Shubham Aggarwal | Akshatha Kamath | Muppuli Gnanaraj Govindaraj (Raj ) | Sreeram Venkatasubramanian | Rani G S #HumanAI #DesignThinking #ProductDesign
Great article Rajeshwari Ganesan . Real-time layout adaptation that intelligently nudges buyers toward their next best action is a game changer for eCommerce. But how can we integrate sustainability into this approach? Could such adaptive layouts also help in predicting or guiding buyers toward the most suitable product for them, ultimately reducing return rates and waste?
Senior Technologist @ Infosys
1wAmazing insights, Rajeshwari Ganesan! I'm thrilled to see the evolution of AI interfaces laid out so clearly—Type 3 generative interfaces sound like a game-changer for reducing cognitive load and boosting efficiency.