Designer

Real or Fake? Spotting AI Pictures and Videos

AI can now make pictures and videos that look absolutely real. Here are the signs to look for and the habits that will keep you smart.

Your First AI Picture

Type a sentence, get a picture. Sounds magical — and it kind of is. Let's make your very first AI image and learn what the machine is actually doing.

Style Words That Change Everything

One tiny word can turn a sketch into a painting, a photo, or a cartoon. Let's learn the style words that unlock the biggest changes with the least typing. It's like having a costume closet for your prompt.

Real vs. AI-Made — Can You Tell?

AI pictures look real — sometimes too real. Here's how to train your eyes to spot the clues that tell you 'a machine made this.'

Being Kind with Pictures

AI can draw anyone into anything — and that's exactly why we have to be careful. This is the most important lesson in the whole creative track.

Your Data Is Somebody's Training Fuel

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.

Building a Small Web Page With AI Assistance

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.

Builder Capstone: Design an Agent for Your Life

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.

How Diffusion Models Actually Work

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.

DALL-E vs. Midjourney vs. Flux

Five image models, five personalities. Here's when each one is the right pick — in 2026, with current strengths, costs, and quirks.

The Craft of Image Prompting

Great image prompters aren't typing harder — they're using a mental framework. Subject, setting, style, composition, lighting, mood. Here's the system.

Video AI — Sora, Veo, Runway, Kling

Text-to-video became practical in 2025 and cinematic in 2026. Here's the state of the art and how to choose.

Voice Cloning — Power and Ethics

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.

Making Music with Suno and Udio

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.

Who Owns an AI Image?

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.

Multi-Turn Reasoning: Agents That Think Across Steps

Some problems need more than one prompt. Learn how to design multi-turn reasoning flows — reflection, critique, retry — that give you AI which actually solves hard problems.

How the AI Coding Interview Is Changing

Whiteboarding a LeetCode problem no longer predicts 2026 performance. Here's what coding interviews are becoming, and how to prepare for the new format.

AI-Assisted Code Review Workflows (for Teams)

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.

Capstone: Ship a Real Full-Stack AI-Assisted Project

The creators capstone. You scope, design, build, test, deploy, and document a real full-stack project using an agentic workflow — end to end.

Capstone: Build and Ship a Real Agent

Everything comes together. Design, code, test, secure, and ship a production-quality agent with open-source code you can fork today.

Diffusion vs. Autoregressive Image Generation

Two fundamentally different approaches to generating pixels. Understand the architectural tradeoffs to reason about what each can and can't do. Classifier-free guidance (CFG) controls prompt adherence vs.

ControlNet, IP-Adapter, LoRA — Fine-Grained Control

Base diffusion models give you creative possibilities. Adapters give you creative PRECISION. Master the three that matter most.

Open-Source vs. Closed Image Models

Flux Pro vs. Flux Dev. Midjourney vs. Stable Diffusion. The choice affects product architecture, cost, and what's possible. Here's the honest tradeoff.

Video Generation at the API Level

Behind the glossy UIs, video models expose REST APIs. Here's how to call Sora, Veo, and Runway programmatically and build production pipelines.

Audio Synthesis Pipelines

ElevenLabs, Stable Audio, and Suno expose APIs for voice, SFX, and music. Here's how to compose them into a production audio pipeline.

Provenance — C2PA, SynthID, Watermarking

Two families of provenance technology. One attaches signed metadata. The other embeds invisible patterns in the pixels or waveform. Here's how to implement both. The manifest contains ASSERTIONS (who captured/generated it, which tools/models, editing history, bounding boxes of AI-generated regions).

Licensing AI Output for Commercial Work

Who owns it? Who can you sue? Who indemnifies you? The commercial licensing landscape is fragmented, evolving, and critical to ship-safe work.

Human-in-the-Loop Creative Workflows

The winning pattern in 2026 is not AI-replacing-humans — it's AI-as-instrument. Figma, v0.dev, Canva, and editor workflows show how to compose it.

A Brand Voice System Prompt For Your Company

Give every piece of AI-generated content a consistent voice with a system prompt you tune in an hour and use forever.

The 30-Minute Discovery Call Template

A first call is not a pitch. It's a diagnosis. Here's the structure that turns calls into customers without pressure. The close — a next step, not a contract An AI call summarizer Some buyers will hear a young voice and drop the call mentally.