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How a Worker Used AI to Steal From His Company (And How to Stop It)

You trust your employees. You've invested in the latest technology to make your business more efficient. But what happens when that same technology is turned against you? This isn't a plot from a sci-fi movie. This is happening right now in real companies. We're going to walk through a detailed, fictionalized account of how a worker used AI to steal from his company. We're calling him "John" to protect the guilty and the innocent, but the methods are very, very real. By understanding exactly how a worker can use AI to steal from his company, you can build the defenses to prevent it. Let's pull back the curtain. Who is John? The Modern Inside Threat John isn't a criminal mastermind. He's a mid-level finance manager. He's been with his company for five years, he's good with numbers, and he's tech-savvy. He saw the company roll out new AI tools to automate reports and streamline invoicing. And he saw an opportunity. John's story is a p...

Complete Google Summer of Code (GSoC) 2025 Hub: Stipend Breakdown, Timeline & Application Guide

Google Summer of Code (GSoC) Hub 2025

Preparing for GSoC 2025? You’ve landed in the right place. This hub gathers all my current articles into a single, easy-to-navigate page—covering everything from stipend details and payment timelines to application tips. Use the sections below to go directly to the content you need

Complete Google Summer of Code (GSoC) 2025 Hub: Stipend Breakdown, Timeline & Application Guide

 Complete Guides

 Stipend Guides

For a detailed breakdown of how the GSoC stipend in India works (and how it compares to other countries), see our dedicated guide here.

📌 More Coming Soon

Stay tuned! More tutorials and guides about GSoC 2025 will be added to this hub page.

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