Debugging the Black Box: Real-Time Control of AI Models in Production
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Apr 17, 2025
Apr 17, 2025
America/Los_Angeles
Debugging the Black Box: Real-Time Control of AI Models in Production
As enterprise adoption of AI accelerates, the need for reliable, auditable, and adaptive systems has never been greater. In this hands-on session, Cyril Gorlla, CEO of CTGT, reveals how leading companies are gaining real-time visibility and control over their models in production — without retraining, redeployment, or going offline. You’ll learn how to detect hidden bias, censorship, or hallucinations in both open-source and proprietary models, and apply CTGT’s feature-level patches to dynamically restore accuracy and transparency. CTGT’s platform uniquely exposes a model’s internal understanding of concepts and fixes failure modes on the fly, instead of relying on separate “judge” AIs or costly re-training. Whether you’re building GenAI products or evaluating AI systems for high‑stakes use (finance, healthcare, national security), this workshop will show you how to make AI work reliably, ethically, and safely in any environment.
Workshop 3 | Gateway Pavilion - Pier 2 | 2 Marina Blvd, San Francisco, CA 94123
