{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"TechDaily.ai","title":"AI in the Cloud: Security, Serverless, and Cost Control","html":"","width":"100%","height":180,"duration":765,"description":"AI isn’t niche anymore—and the cloud put it in everyone’s hands. In this episode, we break down how AI at cloud scale is changing the game, why securing it is urgent, and practical ways to keep costs under control without slowing innovation.\nYou’ll learn:\nThe big unlocks: real-time threat detection, anomaly spotting, personalization, and automated deployment at scale\nHow serverless democratizes AI with thousands of concurrent functions—plus cloud-agnostic tools like Lithops to avoid lock-in\nMaking stateless work for ML by using Redis as shared memory so algorithms like K-means can run across serverless functions\nLock-based vs. lock-free designs—and when each approach is faster for clustering and other parallel workloads\nWhy MLC Ops matters: protecting AI systems against data poisoning, adversarial inputs, model theft, and supply chain risks\nWhat regulations like the EU AI Act and US EO 12110 mean for businesses, with a focus on safety, privacy, fairness, and explainability\nSecurity best practices: model encryption, strict access control, data verification, confidential AI environments, and open source tools like Sigstore and SLSA\nThe hidden costs of AI in the cloud—GPUs, storage, network egress, managed services, and idle resources\nProven cost optimizations: spot/preemptible instances, checkpointing, storage tiering, model compression, efficient architectures, transfer learning, and a FinOps culture\nIf this episode helped you map the AI-in-the-cloud landscape, subscribe, share, and leave a review. Got thoughts on self-learning defenses—systems that adapt to never-before-seen threats? Send them our way and keep the conversation going.","thumbnail_url":"https://img.transistorcdn.com/MKzoODnpsE2Vy4aGphW9b-GBzDjrXS02jU9UfoOrOl4/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9mZjQ4/NzM0YWU5MjE5MmI4/NzM3Mjg2YzM0NGE5/ZjUzYi5wbmc.webp","thumbnail_width":300,"thumbnail_height":300}