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Episode 25: The dark side of GenAI: deepfakes, data and the future of trust ft. Malini Christina Raj

Generative AI is changing the way we work, create, and even trust what we see online. In this episode of Server Room, we sit down with Malini Christina Raj, Head of LATAM AI Research at Zoho Corp, to unpack the realities behind GenAI. From building models and the math that powers them, to data curation, privacy, AI agents, reinforcement learning, and the growing threat of deepfakes, we cover it all. Whether you’re an engineer, policymaker, or just AI-curious, this conversation will help you understand where AI is today and where it’s headed next.

N-able EDR - A Strategic Leap That Doubled Growth for ITC

How does a leading MSP like ITC stay ahead of today’s evolving cyber threats? In this exclusive interview, we dive deep into ITC’s strategic approach to cybersecurity—from endpoint detection to enterprise-wide threat response. Discover how ITC leverages N-able EDR to enhance visibility across client environments, and provide peace of mind through proactive threat mitigation. What you’ll learn.

Reliability results require visibility & accountability

Reliability doesn’t just happen if you build a good tool. It takes visibility and accountability to get results. FULL TRANSCRIPT:  One of the things I've observed over the last 10 years in the software engineering culture is this idea of kind of Field of Dreams DevOps. If you build it, they will come. And there's a lot of this in the developer tool space in particular. "Hey, if we just build a great tool and we make it easy to use, engineers will use it because they want to do the right thing.".

What Are Vector Embeddings? (Explained in 2 Minutes)

In under 2 minutes, we explain what vector embeddings are, how they work, and how to use them in real-world applications like text expansion. We'll also show how Elasticsearch supports vector search with two powerful models: E5, open-source text embedding models designed for multilingual search, and ELSER, a sparse embeddings model from Elastic.