def tool_shot_planner(instruction, captions): “””Global-aware storyboard sub-queries from instruction + caption bank.””” bank = “; “.join(sorted({c[“caption”] for c in captions})) if llm.available(): sys_p = (“You are VideoAgent’s Shot-Planning Agent. Given the…
In this article, you will learn the architectural and operational anti-patterns that cause AI agent projects to fail, and how to avoid each one. Topics we will cover include: Why…
application we build is a RAG app. The recipe is simple: chunk, embed, retrieve, then answer. It looks clean on paper. But once you use it on real cases, things…
In this article Linux workloads are evolving quickly as organizations modernize on-premises Linux applications, adopt cloud-native architectures, and build new AI and data-intensive pipelines in the cloud. As this shift…
Every Eval Ever (EEE) and Hugging Face Community Evals are now intercompatible. We enable cross-posting and interpreting evaluation results, while linking to open models, leaderboards, and a unified standardized metadata…
To understand AI capabilities across these cognitive abilities, we propose a three-stage evaluation protocol that benchmarks system performance in relation to human capabilities: Evaluate AI systems across a broad suite…
When Jaiveer Singh talks about robots, he doesn’t begin with spectacle. He begins with infrastructure: the boards inside machines, the software that lets developers see through a robot’s cameras and…
The history of each living being is written in its genome, which is stored as DNA and present in nearly every cell of the body. No two cells are the…
Transcript Bryan Oliver: I work on the Thoughtworks Radar. It’s a publication we make twice a year. It’s basically a publication where we share our perspectives and opinions on technologies…
Frontier models learn mostly from public internet data. However, clinical neuroimaging rarely appears there, because MRI and CT scans contain identifiable facial features. Consequently, general models underperform on brain-imaging tasks….
