How can a non-programmer start building things with AI?
Marketing background, zero code. I keep reading about people building apps with AI assistance. What can someone like me realistically build, and where do I start?
Artificial Intelligence Questions & Answers
42 questions · 0 followers
Everything people are asking about AI — how large language models work, prompting, AI tools, jobs and the limits of what AI can really do.
Discussions
Is it safe to put my personal or work data into AI chatbots?
I want to paste work documents in for summarising but I'm not sure what happens to that data. What should I be careful about?
What is prompt engineering and is it a real skill worth learning?
Seeing courses selling 'prompt engineering certification' for serious money. Is this a real career skill or a temporary gold rush?
What is a large language model and how is it different from a search engine?
People use ChatGPT the way they used Google. Are they doing the same thing differently, or are they fundamentally different tools?
Can AI detectors reliably tell if something was written by AI?
My university is using an AI detector and a friend got flagged for work they wrote themselves. How accurate are these tools actually?
How do I keep up with AI developments without getting overwhelmed?
There's a new model or tool every week and I feel permanently behind. What's a sustainable way to stay current?
How can I tell if an image or video is AI-generated?
I've been fooled twice now. Are there reliable signs to look for, or is that already a lost cause?
Will AI replace programmers in the next 10 years?
First-year CS student having a small existential crisis. Copilot writes half my assignments already. Am I investing four years into a dying career?
How do I build a chatbot for my website or business?
I want a chatbot that can answer questions about my products from my own documentation. What's the actual approach in 2026?
What is prompt engineering and is it a real career?
I keep seeing job listings for prompt engineers with high salaries. Is this a genuine long-term skill or a temporary bubble?
Why does AI make things up and how do I spot hallucinations?
It gave me three academic citations that don't exist and sounded completely sure. How do I know when to trust it?
Why do different AI models give different answers to the same question?
I asked three AI tools the same thing and got three different answers, one of which was wrong. Why isn't there one correct answer?
How do I explain AI to non-technical colleagues or family?
I get asked to explain what AI is and I either oversimplify to uselessness or lose them in jargon. What actually lands?
How do companies actually make money from AI?
Enormous amounts are being invested. Beyond selling subscriptions, what are the real business models here?
What is a neural network and how does it learn?
I want an intuition for what's happening inside a neural network without the calculus. How does adjusting numbers turn into learning?
What is the environmental impact of AI?
I've seen wildly different claims about AI's energy and water use. What's the realistic picture?
What is the difference between generative AI and traditional AI?
Generative AI seems to be treated as a new thing entirely. What changed compared to the AI that already existed in products?
What is the difference between AI, machine learning and deep learning?
These three terms are used interchangeably in every article. Are they the same thing or is there a real hierarchy?
What is fine-tuning and when should I fine-tune a model instead of prompting?
I'm building something with an LLM and people keep suggesting fine-tuning. When is it actually worth it versus just writing a better prompt?
How do I write better prompts to get useful answers from AI?
My results are generic and shallow compared to what other people seem to get. What actually makes a prompt good?