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4 Essential UX Skills for 2026 — #2/4 RAG Refactoring
4 Essential UX Skills for 2026 — #2/4 RAG Refactoring. Why Most People Fail at RAG. 5-file RAG refactoring We Teach in UX for AI Professional Certification. Free Live Workshop Friday, May 29, 12 PM PT. From the authors of UX for AI (Wiley 2025, Amazon #1 New Release).
Why We Don't Teach Pre-Canned Prompts In Our Class
We don't teach pre-canned prompts in our class. Instead, we help you master 5 AI strategies you can use in the real world: RAG refactoring, Vibe Coding, Agentic System Design, Value Matrix ROI/Risk analysis, and Digital Twin. We help you master AI strategies for career-thriving as you work on your personal capstone portfolio project. $500 OFF discount code expires tonight at 11:59PT.
Amplify, Obfuscate, Simulate: The 3 Legitimate Uses of Synthetic Data in SOC Tooling (Synthetic Users Is Not One of Them)
There's a disturbing trend in security AI: synthetic users replacing real customer research. For an AI MacGyver, synthetic data is duct tape. Brilliant to help amplify rare signals, obfuscate for privacy, and simulate for agent testing. But you don't do brain surgery with duct tape. And you don't replace handshakes with synthetic users. The duct tape is for machines. The handshake is for humans.
Kids & Matches, Agents & Judges, and the Simplest SOC Agent Safety Layer Nobody Built (Yet)
Your judge model doesn't need to be smarter than your agent. It can be a stubborn 5-year-old that tells your agent, "Mom said no matches!"Agentic Judge-in-the-Loop (JITL): why and how to build one. The real conversation.
Should the Agentic SOAR Playbook Pull the Trigger? The Math Is Simpler Than You Think
OpenClaw Agentic AI attacks are increasing. Yet most SOC teams are keeping the human-in-the-loop action model. In today's AI world, they aren’t being “safe” — they’re choosing slower, more expensive failures.
CES 2026: Boring AI Is Winning, Fast Money Is Circling, and Most Leaders Aren't Ready
I walked 14 miles of the show floor at CES 2026. Gave a talk on advanced prompting. Talked to VCs, founders, consultants, AI leaders. 5 patterns emerged. All of them point in the same direction. Most companies are walking the other way.
