?? Article takeaways: AI and design systems By Brad Frost - Principal and Design System Consultant, Big Medium Original article: https://lnkd.in/gX_fxZax I recently read a really interesting article about AI opportunities for developers. As a designer, I also identified opportunities for us. Embracing AI will keep us working smarter and deliver outstanding digital products while reducing manual effort. Here are some opportunities I recognized for you to stay at the cutting edge of this new technology: ?? For Developers: - Component code generation: AI can generate a component code based on specific design system conventions, syntax, and documentation. Developers can create components 40-90% faster than manually writing them from scratch. - Component translation: AI can translate code from one tech stack to another, such as converting a Web Component built with LitElement into a React component. This reduces the labor-intensive and error-prone process of manual translation, bringing us closer to a “write once, deploy anywhere” reality. - Component testing and QA: AI can automate the generation of unit tests from pseudo-code prompts. This helps ensure that component code is high-quality and reduces the burden on developers to write tests manually. - Accessibility review: AI can integrate accessibility testing into the design system workflow and provide specific accessibility guidelines and context, helping teams improve their accessibility understanding and skills. ?? For Designers: - Documentation: AI can create documentation from design files, code libraries, and other relevant sources. This reduces the manual effort required to create and maintain documentation and ensures it stays up to date with the design system. AI can also tailor design system documentation to the individual’s discipline, skill level, and context. This helps make the documentation more accessible and useful to a variety of stakeholders, from junior designers to senior developers. - Accessibility review: AI can help ensure that design components meet accessibility standards. Designers can use AI to highlight accessibility issues and provide best practices, enhancing the overall accessibility of the design system. In essence, while AI won't replace our jobs, those who effectively prompt AI tools will certainly have more advantages. What other benefits do you think AI can bring to our industry? #AI #DesignSystems #AIforDevelopers #AIforDesigners #DigitalTransformation #Accessibility #Documentation #UXDesign #WebDevelopment
Design System Ignition的动态
最相关的动态
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Imagine building a private AI Agent that uses your own data. With document loaders, this wish is now a reality. We've included a mockup of the experience you can expect in the video below. We'll be releasing a number of these in the coming weeks. Our goal is to inspire you. To help you see the possibilities of Gen AI. And why we're so excited about the possibilities it unlocks. You can now have AI agents that help you with tasks like: - Proofreading documents: The AI shows you where the errors are - Searching drives for specific answers (go straight to the specific page and get a helpful snippet) - Integrating automated actions into your workflow - Adding opportunities for human review and feedback - Fully integrated with custom UI/UX - Fine-tuned content generation with your tone of voice - Following your predefined instructions What are your AI priorities? Want to get started on your AI journey? Let's make it happen! DM me for details of our Data & AI Discovery Workshop. #genai #vertexai #firney
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The new GPT-4o is going to absolutely change design as we know it. In this incredible video, a designer shares a Product Requirements Document (PRD) to Figma, powered by GPT-4o. The AI responds dynamically, generating User Interfaces based on the PRD within moments. ?? This innovation doesn't just streamline the design process, it revolutionizes it. Imagine the possibilities when AI can take your initial ideas and transform them into fully fleshed-out designs, all within a matter of minutes. ?? Why is this important? Speed: Faster design iterations and reduced time-to-market. Efficiency: Streamlined workflows and minimized manual effort. Creativity: More time for designers to focus on creative aspects and innovation. This video showcases the future of AI in design, and it's absolutely incredible! ?? Want to learn how AI can boost your business productivity? Contact us for a free 30-minute AI consultation and discover how you can leverage AI to transform your processes and drive success. ?? Contact Us https://lnkd.in/dPQD-TQy #AI #DesignInnovation #GPT4o #BusinessProductivity #AIConsultation #Figma #FutureOfDesign #TechInnovation
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Design for real problems and use AI only when needed. We love Johannes Schleith’s article cautioning against defaulting to AI as the design solution. Instead, it urges designers to focus on understanding the actual problems people face, analyzing workflows and data, and considering other solutions first. AI should be considered when it genuinely adds value and enhances human-centered systems. Check out his article: https://lnkd.in/gWvhjbNQ Here are the big ideas: → Start by identifying the real problem, not assuming AI is the solution → Focus on user needs and workflows, not forcing AI → See how people and tools work together, and use AI only where it helps → AI needs good, accurate data to work well → Solve real problems, using AI only when it truly benefits users Here’s how to think about testing: Input clarity ? Testing how well users understand and provide input, such as commercial real estate lease details or repair obligations. Expected data and process ? Evaluating how effectively the system handles expected data and processes it, ensuring accuracy and relevance to the legal domain. Jobs-to-be-done ? Testing specific user tasks like assessing lease terms, determining responsibilities, or ensuring compliance with legal regulations. Cognitive tasks ? Evaluating the performance and efficiency of specific tasks, such as extracting repair clauses, comparing and reviewing clauses, and writing deviation reports. Output usefulness ? Testing the clarity and usefulness of outputs like evaluating repair clauses and the resulting legal advice. User Interaction with tools ? Testing how users interact with tools designed to handle cognitive tasks and whether the process aligns with their needs. We love it. Tools like Helio help teams identify and prioritize real user needs through fast, actionable UX metrics. By focusing on user feedback and behavior, you can shape design work to address meaningful problems and incorporate AI only when it helps with cognitive tasks. What’s your experience been with designing for AI? #uxresearch #productdiscovery #marketresearch #productdesign
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The new GPT-4o is going to absolutely change design as we know it. In this incredible video, a designer shares a Product Requirements Document (PRD) to Figma, powered by GPT-4o. The AI responds dynamically, generating User Interfaces based on the PRD within moments. ?? This innovation doesn't just streamline the design process, it revolutionizes it. Imagine the possibilities when AI can take your initial ideas and transform them into fully fleshed-out designs, all within a matter of minutes. ?? Why is this important? Speed: Faster design iterations and reduced time-to-market. Efficiency: Streamlined workflows and minimized manual effort. Creativity: More time for designers to focus on creative aspects and innovation. This video showcases the future of AI in design, and it's absolutely incredible! ?? Want to learn how AI can boost your business productivity? Contact us for a free 30-minute AI consultation and discover how you can leverage AI to transform your processes and drive success. ?? Contact Us https://lnkd.in/dFtJfymT #AI #DesignInnovation #GPT4o #BusinessProductivity #AIConsultation #Figma #FutureOfDesign #TechInnovation
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?? ????. ??: ?????? ???? ?????????????? ?????? ???????????????????? ???? ?? ???????? ??????????????????? The rise of AI is certainly transforming the way we interact with software, and its potential to simplify tasks through commands and automation is exciting. However, while AI can greatly enhance efficiency, it’s unlikely to fully replace the importance of a well-designed User Interface (UI) anytime soon. ????????’?? ??????: ??. ??????????-???????????????? ????????????: Even though AI can handle many tasks through voice commands or text input, users still need a clear, intuitive interface to understand the context of their interactions, visualize data, and make decisions. ??. ?????????????? ????????????????????????: While AI can perform actions like updating or creating entries, there are cases where users need to review, adjust, or verify information before submitting, something AI alone might not handle with enough clarity or precision. ??. ???? ???? ?? ??????????????: AI is an assistant, not a replacement, complementing the UI by streamlining tasks and improving efficiency. ??. ???????? ?????????????? ?????? ????????????????: Even in AI-powered systems, users want control and feedback. A UI provides visual confirmation that their actions have been executed correctly and allows them to modify decisions easily. What are your thoughts? #Celoxis #AI #ProjectManagement #WorkManagement #PMO
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3 ways AI is saving me hours each week as a product designer. I've been skeptical of AI's impact on our industry, worried it would be used for shallow tasks like generating fake user data or throwaway UI ideas. But Notion's AI has been a huge help in augmenting the way I capture and distribute knowledge: 1. Drafting copy I speed up UX writing and sales copy without removing the human in the loop. Punch in the key details, spin up a prompt, and have a workable first draft in seconds. I used this for our Config after party page and had it 90% done in 5 minutes. 2. Generating user interview questions I’ve been doing this in my recent workflow interviews with my customers. I summarize who I'm talking to, what I want to learn, and what it informs. In a few minutes, I have a workable list of questions I can stack rank or add to. 3. Summarizing user interview insights I'll have an AI bot join my calls, paste the summaries into Notion, and have its AI reformat them into the summaries my team prefers. Format matching isn’t talked about enough. The key: Notion's AI is right where I already work. I live in Notion for knowledge management, so this is a natural way to augment my process without switching tabs. A small but meaningful benefit. AI should be about empowering us to capture and share knowledge more efficiently as designers, not churning out artificial users and UI. Have you tried using AI in your design process? What's working for you? Get started with Notion, and unlock the power of Notion AI for only $8 a month: https://ntn.so/tommygeoco #NotionPartner #Notion #ThinkItMakeIt #NotionAI #Ad
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Ready to transform your productivity with the magic of generative AI? Dive in to discover how it can revolutionize your professional life today! ???????????? ?????? ?????????? ???? ???????????????????? ????: ?? ????????-????-???????? ?????????? ?????? ?????????????????????????? As a software developer specializing in harnessing AI for increased productivity, I'm sharing how professionals can leverage generative AI for tasks like grammar correction, content creation, and automation. ?? Follow these actionable steps to maximize your potential: ?? ?????????????? ???????????????????? Integrate advanced tools like Engram or Grammarly into your workflow. These AI-powered platforms not only catch complex grammar errors but also enhance sentence structure and fluency—making your writing more professional and impactful. ?? ?????????????? ???????????????? Generative AI can help you automate personalized marketing content. From generating insightful blog posts to crafting stunning visuals, it enables you to create high-quality materials at scale, freeing up time for strategic thinking. ?? ???????????????????? For software developers, generative AI is transformative! Use it to: Optimize code with AI-generated database schemas or algorithms. Automate repetitive tasks, saving valuable time. Revolutionize workflows in industries like supply chain management. ?? Whether it's boosting writing accuracy, scaling content, or streamlining processes, generative AI can be your productivity powerhouse! Take the leap today, and watch your efficiency soar. ?? Follow me for more insights into tech-driven growth. ?? Save this post to revisit these tips anytime. ?? Have questions? Drop a comment or message me—let’s connect! #GenerativeAI #AIForProductivity #AutomationTools #ContentCreation #TechInnovation How has generative AI transformed your workflow? Share your experiences in the comments below!
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AI will have a lasting impact on SDLC - creating a competitive advantage GenAI is influencing multiple areas on how we develop software and systems which provide greater business value for our clients. It also has a deep impact on the people and processes which were supposed to be “ best practice” – just a couple of years ago. We explore how Gen AI can be leverage for building competitive advantage in our SDLC Practices. A wrong move in deploying AI in these areas could corrode the confidence levels and negate benefits we have accrued so far by streamlining them. Plus we must address the ethical and human side of engaging with these disruptive technologies. And this is not the first or the last time we will have such challenges. Here’s?how?AI?is?making?an?impact: ???Requirement?Gathering?&?Analysis:? GenAI?converts?highlevel?ideas?into?detailed?requirements?using?natural?language?processing.?It?anticipates?needs?and?proposes?features,?reducing?errors?and?speeding?up? the?process. ????Design?&?Planning:?Generative?AI?suggests?optimal?architectures,?UI/UX? layouts,?and?system?designs,?creating?mockups?and?diagrams?to?streamline? design?efforts. ???Development:?GenAI?assists?in?code?generation,?automating?repetitive? tasks?and?allowing?developers?to?focus?on?complex?problems.?Realtime? suggestions?improve?speed?and?accuracy. ???Testing:?AI?automates?test?case?generation?and?execution,?optimizing? coverage?and?detecting?bugs?early,?enhancing?software?quality. ???Deployment:?GenAI?optimizes?CI/CD?pipelines,?predicting?failures?and? suggesting?adjustments?for?smoother?releases?and?reduced?downtime. Understanding and evaluating the key areas for impact of AI is necessary to get the best results. Also important is we do not increase any risk and build human interventions at key junctures to help us co- create with GenAI. #AI?#SDLC?#Agile?#SoftwareDevelopment?#Innovation?#Technology #irisinnovate References- -???????https://lnkd.in/dfMJxsHg
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Artifacts: Unveiling the Power of Claude 3.5 Sonnet – A Guide to Streamlined AI Integration in Workspaces https://lnkd.in/dnnRhUcf Integrating AI with Claude 3.5 Sonnet Revolutionizing how professionals interact with AI-generated content in digital workspaces, Anthropic’s Claude 3.5 Sonnet introduces ‘Artifacts.’ This innovative feature enables seamless integration of AI into daily tasks, offering practical solutions to enhance collaborative efforts. Practical Solutions and Value Artifacts encompass six primary types tailored to specific professional needs. From code snippets and markdown documents to HTML pages and SVG images, these tools empower developers, content creators, web developers, and graphic designers with versatile and secure resources. These artifacts are designed to be substantial, self-contained, and reusable, ensuring they provide thorough information or functionality and are understandable without requiring additional conversation context. They streamline the integration of AI-generated content into real-world applications and enhance the functionality and interactivity of digital workspaces. Maximizing Utility and Guidelines Users are provided with guidelines on content suitability and clear stipulations on when not to use Artifacts. They are advised to follow specific guidelines to ensure the effective use of these tools and to maximize their potential in ongoing projects and processes. Conclusion The introduction of Artifacts in Claude 3.5 Sonnet streamlines the integration of AI-generated content into real-world applications, enhancing the functionality and interactivity of digital workspaces. By providing a wide range of customizable and secure tools, Claude 3.5 Sonnet enables users to act more effectively and innovate, pushing the boundaries of what AI can achieve in creative and technical fields. AI Solutions for Your Company Discover how AI can redefine your way of work and evolve your company. Identify Automation Opportunities, Define KPIs, Select an AI Solution, and Implement Gradually to stay competitive and leverage the power of AI. For AI KPI management advice, connect with us at [email protected]. For continuous insights into leveraging AI, stay tuned on our Telegram or Twitter. Discover how AI can redefine your sales processes and customer engagement. Explore solutions at itinai.com. List of Useful Links: AI Lab in Telegram @itinai – free consultation Twitter – @itinaicom #AIIntegration #Claude3_5Sonnet #Artifacts #DigitalWorkspaces #AISolutions#artificialintelligence #ai #machinelearning #technology #datascience #python #deeplearning #programming #tech #robotics #innovation #bigdata #coding #iot #computerscience #data #dataanalytics #business #engineering #robot #datascientist #art #software #automation #analytics #ml #pythonprogramming #programmer #digi...
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