Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

Not all AI models are made to generate. Some are built to understand. Here’s the key difference: Generative models take in text and produce new text (think ChatGPT). Embedding models take in text and translate it into numbers, vectors that capture meaning. Why does that matter? Because embedding models let you turn documents into searchable vectors. That means when someone asks a question, you don’t need to search the whole doc, you just find the most relevant chunks based on meaning. And that’s what makes things like RAG (Retrieval-Augmented Generation) powerful and efficient.

At what point should a company invest in a Security Operations Center (SOC)? Learn when businesses should start thinking seriously about building cybersecurity defenses—and why protecting revenue is just as critical as generating it. Many companies wait too long to prioritize cybersecurity. Discover why having a SOC isn't just for giant enterprises—and why protecting your revenue must be part of your business growth strategy from the start.

State actors played the long game by targeting SolarWinds’ build server, injecting malicious code without detection. Learn why code diffs, hash checks, and decompiling builds are critical for cybersecurity today.

Building trust shouldn't start when there's already a problem. Learn how to proactively create transparent, trust-first conversations with customers—and why trust must be engineered into your security programs from the start. Building trust isn't reactive—it’s proactive. Discover how to open transparent conversations before issues arise, why trust must be built into every layer of your security program, and how to communicate that trust effectively during the sales process.

Building AI apps securely is not just about plugging tools into your dev pipeline. It’s about knowing what to do with those tools after they give you results. What risks matter? What policies should you apply? And when is the right time to integrate AI security into your CI/CD? Bar-El Tayouri sits down with Ashish Rajan from The Cloud Security Podcast to discuss why red teaming and scanning aren’t enough and how getting comfortable with AI security before production pays off long-term.