EPISODE · May 28, 2026 · 28 MIN
Ep 27 | Carl Hurd - Glass-Box Security: Operationalizing Mechanistic Interpretability | [un]prompted 2026
from [un]prompted Security Practitioner Con 2026 · host [un]prompted
Day 1 | Stage 2Co-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
What this episode covers
Day 1 | Stage 2Co-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
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Ep 27 | Carl Hurd - Glass-Box Security: Operationalizing Mechanistic Interpretability | [un]prompted 2026
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