In AI Universe City the teaching team is AI assistants with human oversight, and that is the point. Here is how it actually works, and where the humans stay in charge.
Read more →The heartbeat of the city is the weekly Live Lab. Here is the minute-by-minute rhythm of a session and how to get the most out of your first one.
Read more →New to the city? The Foundations track is a free, beginner-first path from 'what is an agent?' to your first working build. Here is the map.
Read more →Why every badge in AI Universe City is granted by the community engine for real activity – and what that does to the culture of the room.
Read more →A member build from the labs, written up start to finish: the phone agent, the webhook, the two bugs that ate an evening, and what it cost to run.
Read more →Words, pixels and sound waves are now one vocabulary. A practical map of multimodal models, what changed in the last year, and where a small business should start.
Read more →A chatbot answers and stops. An agent takes the goal, breaks it down, acts, checks itself, and comes back when it should. The anatomy, the failure modes, and the two rules that keep them employable.
Read more →Ask a plain model about your return policy and it invents one. Retrieval-Augmented Generation is the fix, and the name is the whole idea. What to expect, what it costs, and when to skip it.
Read more →Writing code became reviewing code, and building an app became describing it. Where that genuinely pays off, what to watch for, and what it means if you have never written a line.
Read more →Ethics stopped being a conference panel and became paperwork with teeth. A clear-eyed tour of what is actually regulated, who has to care, and what a small business should know by name.
Read more →The demo was free. The month after the demo is where AI projects quietly die or quietly earn. Three numbers to watch, where the money leaks, and a weekend setup that pays for itself.
Read more →Not every model needs a data centre. On-device inference cuts the cloud bill, answers faster, keeps private data home, and works when the internet doesn't. Here is the honest version, including where hardware says stop.
Read more →Defenders got affordable triage and instant response. Attackers got flawless phishing at volume, a voice that sounds like your director, and a new target: your own assistant. What changed, and the two habits worth more than any product.
Read more →The concept people feel they are supposed to understand, explained without matrices, then built in an evening. The mental model matters more now that almost nobody trains and everybody prompts.
Read more →The AI that earns its keep is unglamorous: notes, forms, alerts, and the bearing that fails in two weeks. A tour of the deployed systems that pay, and a three-ingredient test for whether one will work for you.
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