Probably Secure: What We Misunderstand About AI And Determinism Is Making Us Less Secure
AI security changes when systems answer in probabilities instead of certainties. When I say "probabilistic" outcomes, your mind likely jumps to coins or dice. "Probably Secure: What We Misunderstand About AI And Determinism Is Making Us Less Secure" keeps the conversation practical as Dwayne McDaniel works through where deterministic controls still matter and where they fall short.
Session details
When I say "probabilistic" outcomes, your mind likely jumps to coins or dice. However, probability also lies at the heart of the most significant development in computer science in recent memory: Artificial Intelligence. From classifying pictures of dogs to the probabilistic transformers of Generative AI, it is all based on the concept of "maybe." GenAI is just another tech....right? Can we safely assume the same tools and mental models we have used for deterministic systems up til now are the best choice for this new world of probabilistic outcomes? What are the security ramifications of a probabilistic system at scale? The good news is that many of the rule-based security tools we have been relying on for years are still there to provide us with some safety netting, if we know when to employ them and where AI can best assist us in our mission. Let's step way back and talk about systems that run on "most likely correct." Join this talk if your teams are increasingly using AI-assistants and you're trying to figure out how to keep everyone safe. Let's have an interactive conversation about why it's important that you don't treat 'probably' and 'definitely' the same way.
Primary action
Share the public session page with the tracked partner link, then use the copy variants below for LinkedIn, short social posts, and newsletter or email mentions.
Agenda facts
- Format
- Talk / Presentation
- Kind
- Conference Session
- Topic
- Artificial Intelligence and Machine Learning
- Level
- Beginner
- Time
- Oct 29, 2026, 1:15 PM
- Room
- Room E
- Duration
- 60 min
Speakers
Link partners to speaker kits when available, or to the public speaker profile on mitechcon.net.
Dwayne McDaniel
Copy to paste
LinkedIn, short social, and newsletter or email copy variants for this session.
LinkedIn
Session LinkedIn Post
AI security changes when systems answer in probabilities instead of certainties. When I say "probabilistic" outcomes, your mind likely jumps to coins or dice. "Probably Secure: What We Misunderstand About AI And Determinism Is Making Us Less Secure" keeps the conversation practical as Dwayne McDaniel works through where deterministic controls still matter and where they fall short. 📅 October 28–30, 2026 📍 Oakland University, Rochester, MI 🔗 https://www.mitechcon.net/sessions/probably-secure-what-we-misunderstand-about-ai-and-determinism-is-making-us-less-secure/?utm_source=partner-kit&utm_medium=partner&utm_campaign=mitechcon-2026&utm_content=session-probably-secure-what-we-misunderstand-about-ai-and-determinism-is-making-us-less-secure #MITechCon #LLM #AIEngineering #RAG
Short social
Short Session Post
AI security changes when systems answer in probabilities instead of certainties. Learn where deterministic controls still matter and where they fall short. https://www.mitechcon.net/sessions/probably-secure-what-we-misunderstand-about-ai-and-determinism-is-making-us-less-secure/?utm_source=partner-kit&utm_medium=partner&utm_campaign=mitechcon-2026&utm_content=session-probably-secure-what-we-misunderstand-about-ai-and-determinism-is-making-us-less-secure #MITechCon #LLM
Newsletter / email
Newsletter Or Email Blurb
Feature this MITechCon 2026 session in your newsletter or email: "Probably Secure: What We Misunderstand About AI And Determinism Is Making Us Less Secure". AI security changes when systems answer in probabilities instead of certainties. When I say "probabilistic" outcomes, your mind likely jumps to coins or dice. "Probably Secure: What We Misunderstand About AI And Determinism Is Making Us Less Secure" keeps the conversation practical as Dwayne McDaniel works through where deterministic controls still matter and where they fall short. Format: Conference Session. Topic: Artificial Intelligence and Machine Learning. Level: Beginner. Scheduled for Oct 29, 2026, 1:15 PM in Room E. Learn more and share the session: https://www.mitechcon.net/sessions/probably-secure-what-we-misunderstand-about-ai-and-determinism-is-making-us-less-secure/?utm_source=partner-kit&utm_medium=partner&utm_campaign=mitechcon-2026&utm_content=session-probably-secure-what-we-misunderstand-about-ai-and-determinism-is-making-us-less-secure