Where do I start with AI?
Pick the description closest to you. Each card links straight to the recommended track. No quiz, no signup, no scoring algorithm — just five honest personas and where they go.
"I am new to AI."
You have used ChatGPT casually. You hear "token", "embedding", "RAG" and want to know what they really mean. You write code (any language) and can run Python on your laptop.
"I want to build AI apps."
You can already write a small Python script. You want to ship a real AI feature — RAG over your docs, an agent that calls tools, a fine-tune of a small model. You care about cost, latency, and correctness, not theory.
"I red-team or defend AI systems."
You either run AI red teams or operate the production LLM stack. You know OWASP Top 10 by heart, want the LLM version. You think about prompt injection, agent abuse, RAG poisoning, jailbreaks daily.
"I run AI infrastructure."
You operate the cluster, not the chatbot. You care about vLLM throughput, quantization tradeoffs, KV-cache memory, GPU economics, observability, and not bankrupting the team on inference costs.
"I set AI policy."
You are a CISO, DPO, GRC lead, or programme owner. You need to map AI controls to ISO/IEC 42001, NIST AI RMF, DPDP Act, RBI guidance, EU AI Act — and have an audit-defensible answer when the regulator asks.
Still not sure?
Read the row that matches your starting point — the right-hand column is your track.
| Starting point | What you want to do next | Track |
|---|---|---|
| "What is a token?" | Build a mental model of how LLMs work. | AI Fluency |
| I can prompt ChatGPT well. | Ship my first RAG app or agent in production. | AI Practitioner |
| I have shipped an AI feature. | Pentest it before someone else does. | AI Security |
| I run web/API pentests today. | Add AI red-team to my skill matrix. | AI Security |
| I deploy models to production. | Cut inference costs by 5×, scale to 1K req/s. | AI Engineering |
| I am the DPO / CISO. | Draft an AI policy that survives audit. | AI Governance |
| I just want to read. | Catch up on the latest AI security writing. | Knowledge Hub |