The PI's Guide to AI in 2026: Models, Tools, and What's Actually Worth Paying For
Jason Mitchell, nQuest
AI is everywhere, but the marketing is louder than the signal. This session cuts through the noise with a practitioner's survey of the commercial AI landscape in 2026. We'll start with the vocabulary that actually matters - model, host, product, prompt, tool, and agent - and show how understanding each layer helps you get dramatically better results from the same subscription you're already paying for.
Then, we'll survey what's on the market: the major providers (OpenAI, Anthropic, Google, xAI), the opensource ecosystem, and the explosion of agent frameworks and skill marketplaces like OpenClaw that are putting prebuilt OSINT capabilities within reach of non-technical users.
We'll look at how AI has moved from a chat window into software that takes actions on your behalf - browsing, extracting, analyzing, and reporting - and what that means for how investigators work day to day. Whether you're just getting started or already a daily user, you'll leave with a clearer mental model of the AI stack and a practical sense of where the real leverage is for your practice right now.