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A curated walkthrough of the library — ordered lessons, a 15-question quiz between each, and 3 next-steps so you stay in flow. Earn XP, badges, and a streak as you go.
Library · 6440 lessons · Designer view
Search below, or pick a shelf. Kids and teens get age-tier shelves; College+ and Career+ organize the same library around life stage and situation.
Lessons handpicked for the Designer shelf.
No code. Just design. Pick a real task you do every week and draft a complete agent spec — goal, tools, loop, stop, approvals, and what success looks like.
Let's make something real. A single-page site with HTML, CSS, and a little interactivity. You plan, the AI drafts, you review and ship.
An AI that paints starts with pure noise and removes it, one step at a time, until a picture appears. Here's the surprisingly beautiful math behind it.
Five image models, five personalities. Here's when each one is the right pick — in 2026, with current strengths, costs, and quirks.
Fresh Designer lessons added to the library.
In September 2012, a neural network crushed ImageNet and everything about AI changed.
Every labeled dataset has mistakes. Studies have found error rates of 3 to 6 percent in famous benchmarks like ImageNet. Noisy labels confuse models and mislead evaluations.
Stable Diffusion, Midjourney, and DALL-E all trace back to LAION, an open dataset of 5 billion image-text pairs. It changed AI, and started a legal storm.
Some data fits neatly into boxes. Some data is a messy glob of text, images, or audio. Both matter, but they are handled very differently. AI gives us tools to finally make sense of the messy pile that humans have been producing for centuries.
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No code. Just design. Pick a real task you do every week and draft a complete agent spec — goal, tools, loop, stop, approvals, and what success looks like.
Let's make something real. A single-page site with HTML, CSS, and a little interactivity. You plan, the AI drafts, you review and ship.
An AI that paints starts with pure noise and removes it, one step at a time, until a picture appears. Here's the surprisingly beautiful math behind it.
Five image models, five personalities. Here's when each one is the right pick — in 2026, with current strengths, costs, and quirks.
Great image prompters aren't typing harder — they're using a mental framework. Subject, setting, style, composition, lighting, mood. Here's the system.
Text-to-video became practical in 2025 and cinematic in 2026. Here's the state of the art and how to choose.
ElevenLabs can clone a voice from 30 seconds of audio. That's useful for accessibility — and dangerous in the wrong hands. Here's how to use it well.
Type a prompt, get a full song — vocals, drums, mix, even in Portuguese. Here's how Suno v5, Udio, and ElevenMusic work — and what they can't yet do.
US Copyright Office in 2026: works created purely by AI aren't copyrightable. Works with enough human creative control might be. Here's where the line sits right now.
Your first end-to-end AI-assisted creative project. Plan it, make it, and reflect on what surprised you. Small scope, real output.
v0 by Vercel turns a prompt, screenshot, or Figma file into a working Next.js app deployed in one click.
Your posts, chats, photos, and behavior have been scraped, sold, and fed to models. Here is what has actually happened and what you can actually do.
Algebra is where math gets abstract. Wolfram Alpha and Photomath solve anything - the trick is using them without losing the skill.
AI can write full songs now. Use it as a collaborator, not as your ghost-composer, and you'll learn more than you thought possible.
Stable Diffusion, Midjourney, and DALL-E all trace back to LAION, an open dataset of 5 billion image-text pairs. It changed AI, and started a legal storm.
Midjourney is the artist favorite. FLUX.2 Pro is the API-native challenger. Here is which one to pick depending on what you are making.
Both generate full songs from a prompt. Suno wins on ease and ELO. Udio wins on audio fidelity and producer workflows. Here is how to pick.
Runway built for filmmakers. Sora 2 was the tech demo that melted OpenAI's GPU budget. Here is how to pick a video model for actual projects.
Posters, logos, ads, memes — any image with legible text is a special case. Ideogram and FLUX.2 both do it well. Here is who wins what. Before using AI-generated marks commercially, do a basic USPTO search (or ask a lawyer) — a Swoosh on a shoe is still a Nike problem regardless of who rendered the pixels.
ElevenLabs voices are indistinguishable from humans. That is a feature and a fraud vector. Here is the production checklist before you clone anyone.
Upload a PDF, a set of docs, or a research paper. NotebookLM produces a two-host podcast conversation about the material.
Canva bolted AI onto the world's most popular design app. It is intentionally un-flashy, which is why 185 million people use it monthly.
Granola listens to your computer audio instead of joining as a bot. Look at why that design choice changed the meeting-notes category. What it's genuinely good at No bot in the meeting — attendees never know AI is listening, which matters for sensitive deals.
NotebookLM turns your documents into an AI tutor that only answers from your sources. Look at why its audio overviews went viral and where it still falls short.
Jasper was a $1B+ company before ChatGPT existed. Look at whether marketing teams still pay $49+/month when Claude does most of what Jasper does for $20.
Everything comes together. Design, code, test, secure, and ship a production-quality agent with open-source code you can fork today.
Whiteboarding a LeetCode problem no longer predicts 2026 performance. Here's what coding interviews are becoming, and how to prepare for the new format.
Code review is the highest-leverage touchpoint in a team. Automating the noise with AI frees humans to focus on the irreducibly human parts. Let's design the workflow.
The creators capstone. You scope, design, build, test, deploy, and document a real full-stack project using an agentic workflow — end to end.
Fine-tune, evaluate, serve, monitor. The ML engineer is the person who ships the models that now power medicine, law, and design. It is the highest-leverage engineering role.
Autodesk Forma and generative design explore thousands of layouts while you sleep. The PE still owns every seal on every drawing.
Fusion generative design explores millions of topology options. nTopology and Ansys simulate in hours what used to take weeks. The ME still owns manufacturability.
HubSpot Breeze, Jasper, and Adobe Firefly produce copy, creative, and segmented sends in hours instead of weeks. Taste and strategy are the remaining differentiators. What AI touches Copywriting — Jasper, Writer, Copy.ai for ads, emails, landing pages.
Massing studies that took two weeks now take two hours. Here is what an architect actually does when the computer can draft.
Generative imagery, 3D garment sim, and on-demand pattern-making have collapsed the front end. Taste is still the scarce resource.
Syndromic surveillance runs on ER notes, wastewater, and social signals. The epidemiologist designs the study, interprets the signal, and briefs the public. An anomaly detection model has flagged a GI cluster in one district.