Dustin Trainor sits down with Laurent Giraid, a technologist steeped in AI systems, machine learning, and the ethics that keep them safe and useful at scale. With MCP crossing its first year and surging to nearly two thousand servers, the conversation spans the hard edges of taking agentic systems
Why AI agents keep forgetting—and why it’s a business problem Long-running agents still behave like short-term guests: they arrive with a clean slate, work within a finite context window, and forget the conversation as soon as the session ends unless someone leaves breadcrumbs long enough to
Hospitalsfaceastarkrealityinmedicalimagingwherelabeleddataarescarceanddomainsdivergewildlyacrosscenters. Across scanners, protocols, and patient cohorts, the visual look of the same anatomy can shift just enough to trip up segmentation systems trained under tidy lab assumptions. A new training
A sharper way to ask the hard question What if the leap in robot reliability came not from ever-larger models but from a smarter split between thinking and doing that keeps language plans on a short leash and loops real-world feedback back into every choice the machine makes? The premise is blunt:
Setting the Stage for AI Transformation Imagine a world where enterprises can harness the full potential of artificial intelligence without grappling with insurmountable technical barriers. At SC25, Dell Technologies and NVIDIA have turned this vision into reality, unveiling groundbreaking
Imagine a world where cutting-edge artificial intelligence, rivaling the best offerings from tech giants like OpenAI and Google, is available to anyone at no cost. This isn't a distant dream but a reality brought to life by a Hangzhou-based Chinese startup that’s shaking up the industry. DeepSeek,
