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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.

MusicCreator AI Review: Redefining Creativity with AI-Driven Music

What sets MusicCreator AI apart is its philosophy: music creation should be democratized. Instead of limiting access to professionals with years of training, it puts tools into the hands of hobbyists, content creators, and indie producers. The result is a powerful solution that bridges technology and artistry.

Top Use Cases of Generative AI Services for Modern Businesses

Budgets are tight. Timelines are shorter. Customers expect speed and personalization. That is why leaders keep asking for clear, proven generative AI use cases that translate into revenue lift and cost savings. The aim is simple: move from ideas to outcomes without wasting cycles. Many teams begin with pilots, templates, or generative AI services that bundle models, data access, and publishing paths. This lowers setup time and shows impact early.

How AI Is Revolutionizing the Way We Share Written Content

Think about the time and resources you expend when writing content-maybe a blog, newsletter, or landing page. Now, imagine being able to automate how you generate ideas, create drafts, optimize content for SEO, and other demanding aspects of sharing written content. That's precisely what AI is doing in the marketing landscape today.

Self-Healing Networks and Sovereign AI: The Future of Global Connectivity

Bridging East and West in today’s digital landscape takes more than connectivity – it requires navigating regulations, geopolitics, and the rise of AI. In this episode of Uplink, Elena Chernykh, Head of Europe Enterprise Sales at CITIC Telecom CPC, joins Michael Reid to discuss how enterprises can thrive in a world where data sovereignty and AI demands are reshaping infrastructure.

Agentic AI: Cutting through the hype to what really matters

The world of agentic AI is evolving fast–but so is the noise surrounding it. As AI agents promise to revolutionize workflows and decision-making, IT and business leaders are left wondering: What's real, what's hype, and what's worth investing in? In this candid and practical session, we'll break down the current landscape of agentic AI and help you navigate it with clarity. Agenda.

The hidden costs of shadow AI: CPU drain, data risk, and network bottlenecks

The risk of headline-grabbing incidents, like Samsung’s ChatGPT data leak, related to AI usage outside of the authorization and control of IT (a.k.a. shadow AI) is clear. Most IT teams recognize that a high-profile incident can have serious repercussions. However, the risk of shadow AI goes well beyond the risk of a single incident. In fact, the recent Komprise IT Survey indicates that 79% of organizations have experienced negative outcomes from sending corporate data to AI.

Bringing Observability to Claude Code: OpenTelemetry in Action

AI coding assistants like Claude Code are becoming core parts of modern development workflows. But as with any powerful tool, the question quickly arises: how do we measure and monitor its usage? Without proper visibility, it’s hard to understand adoption, performance, and the real value Claude brings to engineering teams. For leaders and platform engineers, that lack of observability can mean flying blind when it comes to understanding ROI, productivity gains, or system reliability.

The New Physics of IT: Service-Centric Observability, AI-Driven Operations, and Intelligent Automation

Why the traditional model of monitoring and manual operations is collapsing–and what enterprises must do to survive The digital universe is expanding at a pace no enterprise can keep up with through traditional methods. Dependencies pull at each other in ways even experts can’t predict. What once could be managed with dashboards and siloed monitoring tools has become too vast, too interdependent, and too fast-moving, a new operating model is needed to master such complexity.

OpenAI Pricing: The Models, Features, And Costs To Know

If your SaaS organization is experimenting with OpenAI, your cloud bill just got a new line item. And unless you know exactly what drives it, that line item can go from manageable to margin-killer, fast. It’s also worth clarifying that OpenAI is not the same as ChatGPT. ChatGPT is the familiar end-user app with a flat monthly subscription. OpenAI, meanwhile, is the platform behind it — a mix of models, features, and usage-based pricing that shifts depending on what you build.