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Preview · Friday 22 May 2026

Advanced ChatGPT & LLMs

Deep Dive — For Personal & Professional Mastery

A 3-hour technical deep dive  ·  Florin Bădiță

SFO 09:00 PDT · NYC 12:00 EDT · London 17:00 BST · Bucharest 19:00 EEST

Advanced Level LLM Internals Power Prompting

This is a short teaser. The full 50-slide deck goes to registered attendees after the session.

10 Sections · 3 hours

  • Part 1 — Foundation
  • ① The ChatGPT Story
  • ② Understanding ChatGPT Features
  • ③ How LLMs Actually Work
  • ④ Advanced LLM Concepts
  • ⑤ Interacting With LLMs
  • Part 2 — Mastery
  • ⑥ What ChatGPT is NOT
  • ⑦ Maximising Effectiveness
  • ⑧ Creative Prompting Techniques
  • ⑨ Analytical Prompting Techniques
  • ⑩ Conclusion & Next Steps
Prerequisites: Basic familiarity with ChatGPT or Claude. We go fast on the basics and deep on everything else.
Section 3 · Preview

It's all attention.

Every token an LLM produces, it looks at every other token. That's the secret of the transformer — and the reason context length matters so much.

In the live session we trace one token end-to-end: embedding → attention → softmax → prediction.

Sections 8 · 9 · Preview

The prompting patterns we unpack live

Names you've heard. Live, you'll see when each one actually works.

Chain-of-thought
"Think step by step" — and why it often makes small models worse, not better.
Few-shot examples
Why 3 examples beats 30 instructions — and why the order changes the answer.
Role prompting
"You are a senior engineer" — when this is cargo-cult and when it genuinely helps.
Self-consistency
Asking the same thing 5 times and voting — the cheapest reliability upgrade in the book.
Section 6 · Preview

What ChatGPT is not

The misconceptions that quietly cost people months.

❌ Not a search engine
It generates plausible text, not retrieved facts. Two very different things.
❌ Not deterministic
Same prompt, different day, different answer. We show how to pin this down.
❌ Not a person
No memory across chats by default, no beliefs, no intent. Treating it like one breaks things.
❌ Not private
What you paste can be used for training — unless you know where the toggle lives.

Why attend live?

🧠 Deep, not broad
Articles cover the what. Live, we cover the why — enough that you can reason about new models yourself.
🔧 Live prompt workshopping
Bring a real task. We'll transform it, live, from a vague prompt to a production-quality one.
🧭 Your questions, first
Q&A throughout — not just at the end. The sharpest learning happens in the side-quests.
📥 Full slides after
Attendees get the complete 50-slide deck emailed — lifetime access, all tiers.

What you get

Community — €79
  • Full 3 hours live workshop
  • Full 50-slide deck after the session
  • Q&A during the workshop
  • Lifetime access to the slides
Coaching — €249
  • Everything in Community, plus…
  • 1:1 follow-up call (45 min)
  • Personalised prompt review for one of your real tasks
  • Lifetime access to the slides

Join the live workshop

Friday 22 May 2026

SFO 09:00 PDT · NYC 12:00 EDT · London 17:00 BST · Bucharest 19:00 EEST

Reserve your seat →

Questions? florin@badita.org