: Azhar ul Haque Sario
: EU AI Act Advanced Academic Course Framework& Compliance Manual (2025 Edition)
: Azhar Sario Hungary
: 9783384771537
: 1
: CHF 5.50
:
: Allgemeines, Lexika
: English
: 154
: DRM
: PC/MAC/eReader/Tablet
: ePUB

The ultimate no-nonsense guide to mastering the EU AI Act in 2025 and beyond.


Hey, imagine you could sit down with the sharpest AI-law professors, compliance officers, and former regulators over coffee, and they explained the entire EU AI Act to you in plain English-without the boring legal jargon or recycled blog posts. That's exactly what this book is.


Short sentences, zero fluff: It starts with the big picture-how Europe went from soft ethics to the world's toughest AI law. It walks you through the famous risk pyramid (prohibited, high-risk, limited, minimal). You get crystal-clear tables and real examples for every banned practice (yes, including why your emotion-recognition webcam at work is now illegal). Then it dives deep into high-risk obligations-data governance, technical documentation, human oversight, logging, cybersecurity. The GPAI chapters explain frontier-model rules, the 10²⁵ FLOPs threshold, systemic-risk red-teaming, and the brand-new 2025 Code of Practice with its exact transparency templates. You'll find ready-to-use checklists for Fundamental Rights Impact Assessments, conformity procedures, CE marking, and even how to appoint an EU Authorized Representative when you're based in California or Singapore. Governance, penalties up to 7 %, sandboxes, and the Brussels Effect 2.0 all wrapped up in one place.


What makes this book different-and honestly better than everything else out there-is that it's written for people who actually have to comply tomorrow, not for academics writing papers in 2030. Other books give you the 2021 proposal text with light commentary; this 2025 edition integrates every single update: the final trilogue text, the July 2025 Code of Practice, the January 2025 training-data template, and real enforcement signals from the AI Office and national regulators. You get practical templates, decision trees, horizon-scanning strategies, and competitive tips (like using ISO 42001 certification as your compliance superpower) that no one else publishes. It's the only manual that treats compliance as a genuine business advantage-showing exactly how trustworthy AI wins customers, cuts liability, and opens the EU market faster than your competitors.


Perfect for AI product managers, startup founders, corporate counsel, governance leads, and students who want to speak 'AI Act' fluently in job interviews. Read it once, keep it on your desk forever.


© 2025 Azhar ul Haque Sario. Independently published. This book is an independent academic and professional resource. The author and publisher have no affiliation with the European Commission, the European AI Office, the AI Board, or any official EU body. All content is produced under nominative fair use and freedom of information principles for educational and compliance purposes.

General Purpose AI (GPAI): The Foundation Model Regime


 

The Day the Script Flipped: How the EU Chased a Ghost

 

Imagine the scene: It’s late 2022 in Brussels. A room full of exhausted policymakers are popping champagne (metaphorically, perhaps literally). They have spent years crafting the AI Act. It’s a sturdy, logical piece of legislation designed to stop computers from being racist when sorting CVs or invading privacy with facial recognition. They have built a perfect cage for a tiger.

 

Then, OpenAI releases ChatGPT. And suddenly, the policymakers realize they aren't dealing with a tiger. They are dealing with a shapeshifter—a gas that can fill any room, take any form, and speak any language.

 

Their draft law had a hole in it the size of the internet. It regulated tools (the hammer), but it ignored the steel (the material that makes the hammer, the knife, and the sword).

 

What followed was a legislative scramble to write Chapter V. This isn't just a boring legal update; it’s the moment the world decided that we need to regulate intelligence itself, not just how we use it.

1. The"Digital Stem Cell" (Defining GPAI)

 

To understand General Purpose AI (GPAI), you have to unlearn how we used to think about computers.

 

For decades, AI was a Savant. It could beat you at Chess, but if you asked it to write a poem, it would crash. It was brilliant at one thing and useless at everything else.

 

The new models (GPT-4, Claude, Gemini) are Digital Stem Cells. Just as a biological stem cell can turn into heart tissue, an eyeball, or skin, these models possess"significant generality."

 

Self-Supervision (The method): They weren't taught like school children ("This is a cat"). They were unleashed into the library of the internet and told,"Read everything. Figure out the patterns."

 

Distinct Tasks (The result): The same model can write a Python script, summarize a divorce contract, and tell you a joke about a pineapple.

 

The EU realized they couldn't just regulate the"Medical AI" or the"Legal AI" anymore—because one single model was now both.

2. The Engine vs. The Car (The Big Split)

 

If you take one thing away from this, make it this distinction. The law now splits the world into two: The Model and The System.