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Latest Articles

It Is Time to Build the 2nd Generation of AI Products

  • AI in UX, AI Product Development, AI-First Design, Artificial Intelligence, Generative AI, Human-AI Interaction, User-Centered AI

The era of hype-driven AI products is over. It’s time for a smarter approach: building reliable, tailored tools that focus on real value for domain experts, streamline workflows, and enhance AI-human collaboration. Discover the principles guiding the next generation of AI innovation.

Article by Varun Aggarwal, Kuldeep Yadav
IDEAS IN BRIEF
It Is Time to Build the 2nd Generation of AI Products
  • The article critiques first-generation AI products, highlighting the need for AI solutions to address real problems.
  • It advocates building for domain experts, ensuring AI reliability, and using tailored models for specific tasks.
  • The piece stresses creating AI-first workflows and improving AI-human collaboration for better productivity.
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6 min read

Is RAG the Future of Knowledge Management?

  • AI-Powered Knowledge Management, Artificial Intelligence, Conversational AI, LLM, Retrieval Augmented Generation (RAG), Semantic Search

Discover how RAG, semantic search, and Graph RAG are reshaping AI-driven information retrieval.

Article by Daniel Lametti, Josh Tyson
IDEAS IN BRIEF
Is RAG the Future of Knowledge Management?
  • The article explores RAG as a way to improve AI-driven knowledge management.
  • It explains how RAG helps LLMs pull in external data for more accurate answers without retraining.
  • The piece highlights semantic search and Graph RAG as key methods for organizing and finding information.
  • It shows how UX designers can use RAG to create smarter AI-powered knowledge systems.
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5 min read

Demystifying Designing an Agent

  • AI Agents, Generative AI, Human-AI Interaction, Human-Computer Interaction, UX Design

Discover how UX designers can go beyond interfaces with agent-centered design. Learn to define agent roles, foster collaboration, and build trust for smarter, more adaptable AI systems.

Article by Ishaani M
IDEAS IN BRIEF
Demystifying Designing an Agent
  • The article introduces a framework for designing AI agents with agent-centered design, focusing on agent roles, communication, and user engagement.
  • It highlights setting clear human-AI collaboration and building trust through transparency.
  • The piece urges UX designers to think beyond interfaces to create adaptable, intelligent systems.
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7 min read

Making Designs Without a Designer

  • AI in UX, AI-First Design, AI-Powered Design, Design Trends, Innovation, User Experience, UX Design

Discover how AI-first design principles let you build beautiful, functional UIs in minutes — without ever opening Figma or writing any code.

Article by Adam Judelson, Ryan Brotman
IDEAS IN BRIEF
Making Designs Without a Designer
  • AI-first design turns simple text prompts into fully functional, production-ready UIs — no coding or Figma required.
  • Learn how to develop structured AI prototyping workflows to eliminate bottlenecks, and ensure fast, scalable, and consistent UX across projects.
  • This isn’t just faster design — it’s the future of product design, making high-quality UI creation accessible to everyone.
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10 min read

From Siloed Assets to a Digital Twin: a Business-Focused Guide for Digitizing Your Enterprise

  • Artificial Intelligence, Digital Transformation, Digital Twins, LLM, Semantic Technology

Unlock the power of AI with smarter data strategies. Discover how digital twins, semantic technologies, and AI-ready documentation can transform your business operations and decision-making.

Article by Vlad Radziuk
IDEAS IN BRIEF
From Siloed Assets to a Digital Twin: a Business-Focused Guide for Digitizing Your Enterprise
  • The article explores how digital twins can unify enterprise data and improve decision-making and discusses turning documentation into structured, AI-usable assets.
  • The piece highlights semantic technologies for clearer business-IT collaboration and examines decentralized platforms for streamlining business operations.
  • It emphasizes the importance of curating business data for AI access.
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11 min read
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