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Understanding AI

How these tools actually behave, where they fail, and how to stay in control.

Why ChatGPT Makes Things Up – and How to Catch It

Why ChatGPT Makes Things Up - and How to Catch It

Fluent, confident and false. What AI hallucination actually is, why it happens, and how to catch it before it costs you.

Scared of AI? Here’s Where to Actually Start

Scared of AI? Here's Where to Actually Start

Not a pep talk. Four different fears separated out and answered honestly, then three small things to do in your first hour.

How an AI Found a 14-Year-Old Bug in PHP – and How It Reached Attackers First

How an AI Found a 14-Year-Old Bug in PHP - and How It Reached Attackers First

PHP2Shell sat in PHP for fourteen years. An AI surfaced it in August, a leak handed it to attackers in October, and then attackers brought AI of their own.

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