WISZNIEWSKYPaweł Wiszniewski – SEO & GEO Specialist & AI Engineer

AI Engineer Course

Zero to Professional

LLM APIs, RAG, GraphRAG, AI agents, LLMOps and enterprise clouds.

SEO + GEO Course

Visibility in the AI Era

Optimization for ChatGPT Search, Perplexity and Google AI Overviews.

Deepfake Fraud — How Companies Lose Money to Fake CEOs, and How to Defend Against It

Poland's NASK checked: 66% of Poles can't tell a cloned CEO voice from the real one. In 2025 the FBI broke out AI as a standalone fraud category for the first time ever — 22,364 complaints and $893 million in losses. The single biggest case: $25.6 million wired after one video call with a deepfake fake CFO. This isn't conference-talk science fiction anymore — it's a real risk for any company with a finance department and a phone. Here's the anatomy of the attack, the procedures that stop it, and why “spotting the fake” alone is a losing strategy.

AI Literacy — Mandatory AI Training Under Article 4 of the AI Act: Who, What, and How

If anyone at your company uses ChatGPT to draft emails, you're a “deployer” under the AI Act — and since August 2, 2026, national market surveillance authorities can check whether you've given that person a “sufficient level of AI competence.” There's no single training template or required certificate — but there is a concrete methodology: who the obligation covers, how to design a role-based program (leadership, operations, IT), and how to document the result so it survives an inspection.

AI Policy at Your Company and ISO/IEC 42001 — Governance That Doesn't Kill Innovation

Six weeks ago, national market surveillance authorities across the EU got formal powers to check whether companies actually meet the Article 4 AI literacy obligation — and whether they have documents to prove it, not just good intentions. Most SMEs that have deployed AI are missing one thing: a written AI policy. Here's what such a policy must contain, how to build an AI systems register, when to reach for ISO/IEC 42001 instead of an internal document, and who at a small company should be the “AI owner” without a Chief AI Officer title.