Cyber With Debra!

Care. Learn. Secure.

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  • Artificial intelligence includes many concepts that build on one another. One term that often comes up alongside machine learning is deep learning. The two are closely related, but they are not the same thing. What it meansDeep learning is a type of machine learning that uses neural networks with multiple layers to learn patterns from…

  • If you’ve used ChatGPT or another AI tool, you’ve probably heard the term Large Language Model, or LLM. It’s one of the most common phrases in AI discussions, yet many people use these tools every day without knowing what the term actually means. The good news is that the name itself tells you a lot…

  • One year ago, Cyber With Debra began with a simple goal: to help people see cybersecurity through everyday situations. Since then, that goal has grown into 50 posts exploring cybersecurity and, more recently, the fundamentals of artificial intelligence. Over the past year, we’ve explored topics ranging from network security and incident response to identity and…

  • By now, we know that AI learns patterns from data. We also know that machine learning helps AI recognize those patterns. But another question naturally follows: How does AI know what answer to give? The answer is prediction. How AI makes predictionsAI systems learn patterns from training data. Once they have learned those patterns, they…

  • Artificial intelligence and machine learning are often used interchangeably, but they are not the same thing. Machine learning is actually a branch of AI. Understanding the relationship between the two helps make many AI concepts easier to understand. What is machine learning?Machine learning is a branch of artificial intelligence that allows systems to learn from…

  • In the last post, we learned that AI identifies patterns in data to generate responses, make predictions, and perform tasks.That naturally leads to another question: Where do those patterns come from?The answer is training data. What training data meansTraining data is the information used to teach an AI system. Before an AI model can answer…

  • Lesson 1: Consistency compoundsOne comic does not seem like much. Neither does one blog post.But week after week, those small efforts become something bigger. One of the biggest lessons from Cyber With Debra has been learning the value of showing up consistently, even when progress feels slow. Lesson 2: Curiosity matters more than expertiseMany of…

  • After learning what artificial intelligence is, the next question is often: How does AI actually know what to say? When people interact with AI tools, it can sometimes feel like they are talking to something that thinks and reasons exactly like a human. AI can answer questions, write content, summarize information, and even carry on…

  • Artificial intelligence is everywhere right now.People talk about AI in conversations, headlines, workplaces, schools, and social media almost everyday. But even with all the attention around it, many people are still unsure what AI actually means. Some people think AI only refers to chatbots or image generators. Others think of robots or futuristic technology. In…

  • No security control is perfect on its own. People make mistakes. Emails get opened. Links get clicked. Credentials get exposed. That is why strong cybersecurity is not built around a single line of defense. In this week’s comic, someone clicks a phishing link before realizing the message was suspicious. The attacker gets the password, but…