How model validation standards are changing for LLM-based systems: what breaks, what carries over, and how to test output quality

The post The Model Validation Playbook for GenAI: Lessons from Banking appeared first on Towards Data Science.

By Tristan Harrison, MD, BearJam Every business experimenting with AI-powered automation eventually asks the same question: how far do we take this? Get it wrong in one direction and you move slowly, while competitors don’t. Get it wrong in the other and you scale problems as fast as you scale output. At BearJam, an AI-powered […]

By James Hilditch, co-founder and executive creative director, BearJam AI automation has a messaging problem, but it’s not about capability. It’s about trust. Most businesses selling AI-powered services talk about speed, scale and output. Far fewer talk about the human oversight behind those results, the limitations that still exist, or what any of it means […]

Building the Responsible AI, security, and governance layers required for enterprise-ready agents

The post From Prototype to Production: The Architecture Behind Secure & Governed AI Agents appeared first on Towards Data Science.

The number that fooled every hallucination detector

The post Ten Is Not a Hundred appeared first on Towards Data Science.

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