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Ep 27 | Carl Hurd - Glass-Box Security: Operationalizing Mechanistic Interpretability | [un]prompted 2026
Day 1 | Stage 2
Co-Founder & CTO of Starseer introduces "Glass-Box Security" utilizing Mechanistic Interpretability and Latent Space Geometry to monitor model's internal state for malicious intent and data exfiltration. Perimeter defenses are failing against next-generation AI agents. Presents Starseer architecture—a technical reference for building "Internal EDR" replacing fragile regex filters with "semantic tripwires" detecting deception and code leakage at the neuron level.
Carl Hurd is Co-Founder & CTO, Starseer.
Watch on YouTube: https://www.youtube.com/watch?v=JZlaijmG-Ng
View all episodes
By [un]promptedDay 1 | Stage 2
Co-Founder & CTO of Starseer introduces "Glass-Box Security" utilizing Mechanistic Interpretability and Latent Space Geometry to monitor model's internal state for malicious intent and data exfiltration. Perimeter defenses are failing against next-generation AI agents. Presents Starseer architecture—a technical reference for building "Internal EDR" replacing fragile regex filters with "semantic tripwires" detecting deception and code leakage at the neuron level.
Carl Hurd is Co-Founder & CTO, Starseer.
Watch on YouTube: https://www.youtube.com/watch?v=JZlaijmG-Ng