How to Annotate Robotics Data: Objects, Actions, Intent, Motion, and Failure Modes

A new spatial memory system for robots efficiently captures details about the objects they see while exploring their environment.

Insider Brief ABB Robotics is partnering with San Diego-based bionics company Psyonic to explore whether data generated by people using robotic prosthetic hands can help train robots to handle objects with greater dexterity. The collaboration will study how touch, grip and motion data collected during everyday human use of prosthetic devices can be applied to […]

As syntax becomes cheap and abundant, architectural control becomes the scarce resource. Effective governance starts upstream, where intent, constraints, and threat models shape the agent’s working context before generation begins. The goal isn’t better prompting but build-time boundaries that prevent structurally invalid code from entering the system. The Frankenstein factories The dark factories (as Dan […]

The goal of the proposed Pentagon program would be to identify "recurring risks, failure modes, vulnerabilities, and systemic weaknesses” in AI systems.

In this tutorial, we build an advanced Django-Unfold admin dashboard. We start by installing Django, Django-Unfold, and the required dependencies, then we create a fresh Django project with a shop application. We configure Unfold with a modern admin theme, custom sidebar navigation, dashboard callbacks, product badges, tabs, filters, actions, and a custom admin homepage. We […] The post How to Build a Django-Unfold Admin Dashboard with Custom Models, Filters, Actions, and KPIs appeared first on MarkTechPost.

Blast-radius control tells you how much to break. Intent tells you what breaking it will teach. Only one of these has mature tooling. The post The Next Frontier of AI in Production Is Chaos Engineering appeared first on Towards Data Science.