Martin Keen explains five real-world AI risks that can lead to job loss: shadow AI, data leakage, hallucinations, prompt injection, and unauthorized AI agents. He emphasizes the critical need for strong AI governance to ensure safe and productive AI adoption in the workplace.
RL Nabors makes a case against chat as the permanent UI for agents, arguing it's the "terminal" to the future "iPhone" of rich, interactive experiences. She demonstrates how to build these experiences using web technologies, introducing MCP Apps for in-agent UIs and WebMCP for making existing websites agent-callable, positioning the web platform as the ultimate "infinite canvas".
The talk argues that while agent runtimes and orchestration are solved problems, the crucial missing piece for building scalable 'software factories' is a dedicated coordination layer. Current tools like GitHub are inadequate, and a new primitive, potentially a CLI gateway, is needed for agents to manage tasks, pass messages, and navigate the software development lifecycle.
A comprehensive overview of Google DeepMind's latest advancements, featuring Paige Bailey demonstrating Gemini 1.5 Flash's cost-effective video analysis and AI Studio's single-prompt app generation. Guillaume Vernade showcases a full generative media pipeline, turning a public domain book into an illustrated, animated, and scored project using Gemini, Nano Banana, VO, and LIA. Ian Valentine closes with the power of Gemma 4, demonstrating on-device, multi-agent code generation and debugging without cloud APIs.
This talk presents a container-first methodology for developing, distributing, and managing AI agents. Using a stack of Podman for local development and Kubernetes for scalable deployment, this approach transforms personalized agent setups from messy collections of files into reproducible, secure, and portable container images that can serve as a team-wide baseline. The session covers practical techniques for secrets management, state persistence, and automated setup, highlighted by a real-world example from an Nvidia team using this pattern for model evaluations.
Eric Ries, author of "The Lean Startup", discusses his new book, "Incorruptible". He argues that the modern doctrine of shareholder primacy is a value-destroying trap for founders and explains the legal and governance structures—from Public Benefit Corporations to industrial foundations—that can be used to build mission-controlled companies designed to last for generations, using historical examples like Costco and modern case studies like Anthropic.