Simplifying Complex Scenes

🔎 How To Redesign Complex Navigation: How We Restructured Intercom’s IA (https://lnkd.in/ezbHUYyU), a practical case study on how the Intercom team fixed the maze of features, settings, workflows and navigation labels. Neatly put together by Pranava Tandra. 🚫 Customers can’t use features they can’t discover. ✅ Simplifying is about bringing order to complexity. ✅ First, map out the flow of customers and their needs. ✅ Study how people navigate and where they get stuck. ✅ Spot recurring friction points that resonate across tasks. 🚫 Don’t group features based on how they are built. ✅ Group features based on how users think and work. ✅ Bring similar things together (e.g. Help, Knowledge). ✅ Establish dedicated hubs for key parts of the product. ✅ Relocate low-priority features to workflows/settings. 🤔 People don’t use products in predictable ways. 🤔 Users often struggle with cryptic icons and labels. ✅ Show labels in a collapsible nav drawer, not on hover. ✅ Use content testing to track if users understand icons. ✅ Allow users to pin/unpin items in their navigation drawer. One of the helpful ways to prioritize sections in navigation is by layering customer journeys on top of each other to identify most frequent areas of use. The busy “hubs” of user interactions typically require faster and easier access across the product. Instead of using AI or designer’s mental model to reorganize navigation, invite users and run a card sorting session with them. People are usually not very good at naming things, but very good at grouping and organizing them. And once you have a new navigation, test and refine it with tree testing. As Pranava writes, real people don’t use products in perfectly predictable ways. They come in with an infinite variety of needs, assumptions, and goals. Our job is to address friction points for their realities — by reducing confusion and maximizing clarity. Good IA work and UX research can do just that. [Useful resources in the comments ↓] #ux #IA

As an animation director, I’ve learned how easy it is to overcomplicate a scene. Not because of big budgets or lore docs but simply from imagining too much happening at once. I see this all the time from fellow animators. Giant fantasy worlds, dozens of characters, timelines that need a wiki. Over time, I realized complexity doesn’t equal quality. What really matters is having an idea so clean that it lands straight in the gut. In animation, complicated designs eat up time, clean-up, money. I’d keep things visually lean and put that energy into expressive, deliberate movement. After all, the stories that stick, that make people cry are built on love, loss, fear, hope. Just a simple setup will let those emotions breathe without being buried under lore. The real skill isn’t what you can draw. It’s what you choose to leave out. Plan the moment, not the universe. That’s where the resonance lives. #OtsuLabs #HuuTu

Animating a large group of people on horseback is one of those classic stress tests for AI. It's so easy for it to turn into a jumbled mess, so I was curious to see if a carefully designed prompt could get around some of those hurdles. The result is the short clip you see here, generated with Veo 3 on Google Flow. The key wasn't just asking for an army, but telling the AI exactly what to and, more importantly, what NOT to focus on. The two biggest things that made this work were: • Managing Focus: Using a shallow depth of field immediately tells the AI to concentrate on the main rider and blur the background. This not only hides imperfections but also makes the whole thing feel more cinematic. • Strategic Obscuration: Adding elements like mist, dust, and shooting the army from behind are all ways to simplify the scene. The AI doesn't have to worry about animating hundreds of faces or perfectly synchronized leg movements, which makes a huge difference. It's a great example of how much of a difference a director's eye can make in the final output. I’ve posted the exact prompt I used and a few more points on why it was effective along with this video. 🗒️ I started with my own prompt and used a helpful GPT to improve it. This is the prompt generated by Jesus Plaza's AI Cinematic Consistency GPT in ChatGPT: 🔵 Static wide-angle shot, 40mm lens on digital cinema camera with shallow depth of field and soft mist in the background, 24fps. A battalion of armored knights on horseback, viewed from behind, their polished steel armor gleaming faintly in the blue morning light. In the foreground, a single commanding rider bears a royal blue cloak with a sigil stitched in gold thread, centered in the composition. They face a towering mountain fortress, stone battlements outlined sharply against the snow-covered peaks that rise into overcast skies. Snow flurries drift through the air, dust kicked up lightly around the soldiers’ feet, cloaks and banners ripple steadily as they prepare for the final advance. The fortress gate looms closed, casting deep shadows beneath its towers, giving a sense of anticipation and gravity. Soft natural light from overcast skies, light wind heard with the faint clinking of armor, no music, pure ambient presence. Color Palette: Cold steel blues, slate grey stone, snow whites, with accents of deep navy and gold. Dialogue (soft, resolute): “This is the last wall. Take it… or vanish from the songs.” Shot in cinematic style. I'm curious - what are some of the clever workarounds you've all found when prompting for complex scenes? Image: Midjourney Video upscale: Topaz Labs Astra

"How do you break down complex ideas for others?" This DM from a young professional hit home. It's a question I get almost month, and today, I'll share what actually works. Ever watched someone's eyes glaze over while you're explaining something important? Let's fix that. I am a doctor, so I've spent years translating complex technical concepts into actionable insights, and here's what I've learned: ⚫ Start with the "Why" Before diving into what or how, explain why your audience should care.  Make it personal, make it relevant, make it matter. ⚫ Use the "Grandmother Test" If your grandmother wouldn't understand it, simplify it. Strip away the jargon.  Replace complex terms with simple analogies that connect to everyday life. ⚫ Build a Story Bridge Our brains are wired for stories, not data dumps. Structure your message like a story: ➟ Set the scene (current situation) ➟ Introduce the challenge ➟ Present the solution ➟ Show the transformation ⚫ Follow the Rule of 3 Break complex ideas into three main points. It's the magic number for retention and engagement. ⚫ Embrace White Space Don't overwhelm with information. Give each key point room to breathe. Pause. Let it sink in. Bonus tip: Before any important presentation, I practice explaining my concept to someone outside my field. Their confusion points become my clarity opportunities. Always remember Complexity often masks insecurity. True expertise isn't about showing how much we know – it's about ensuring others understand. The next time you need to explain something complex, ask yourself:  "How can I make this so clear that a 7-year-old would get it?" What's your go-to technique for explaining complex ideas? Please share in the comments below, i would love to know and learn. #CommunicationSkills #drminalchaudhry #drmeinalchaudhry #aakashhealthcare LinkedIn News India —--------- Repost ♻️ and for more valuable content, follow me, Dr. Minal Chaudhary.

How I Simplify Complex Problems as a Program Manager at Amazon Complex problems aren’t about complexity—they’re about clarity. Early in my career, I would create massive spreadsheets and endless documents to map out every aspect of a problem. Instead of creating clarity, I created confusion. Then a senior leader showed me that simplifying a problem is about isolating the core issue, not analyzing every detail. Here’s how I simplify complex problems: 1️⃣ Start with the One-Question Test I try to frame every complex problem as a single question—like, “How might we reduce onboarding time without hiring more trainers?” This practice narrows the focus and prevents analysis paralysis. In one project, this approach cut the number of required decision points by half. 2️⃣ The Rule of Three for Priorities I limit every project to three core priorities—no more. Anything outside those three gets moved to a “later” list. In a recent product launch, this practice helped us avoid scope creep and stay on schedule. 3️⃣ Visual Models for Complex Dependencies I use simple flowcharts or RACI diagrams to visualize complex dependencies rather than long documents. Seeing the problem helps the team understand it faster and act on it more decisively. Simplicity isn’t about ignoring complexity—it’s about clarifying it. If your team is overwhelmed by complex problems, try focusing less on the details and more on clarifying the core issue. How do you simplify complex problems? #ProblemSolving #Leadership #Clarity #Amazon

Yesterday someone in my team sent me a 50 page report by email to ask for feedback I responded: ‘can you simplify it?’ One hour later, she sent a new version of 30 pages I asked again: ‘is it really the simplest it can be?’ One hour later, I received a 15 page report. I asked one last time: ‘Is there any way to make this report shorter?’ ‘No’, she replied annoyed. ‘If I shorten it any more it won’t tell the right story.’ ‘Perfect’ I said ‘then let me take a look at it’ . . The lesson in this slightly fictionized story is that whatever you produce (email, presentation, speech, video), you can generally look at it again and remove 50%. We tend to do the opposite and add things for fear or missing anything This is why everything becomes complicated (companies, processes, laws, governments) Take the opposite route. Simplify. Weight every word, every frame, every second of what you produce. Does this really need to be there? Sure it takes more effort for you. But that is how you protect everyone else’s time, which compounds as a team. It’s amazing the level of clarity you and your team will reach once you have made your output as simple as it can be - but not simpler 💡