Plurai is adapting self‑driving car training methods to tame AI agents. The startup argues that end‑to‑end models, which taught autonomous vehicles to navigate streets, can be repurposed for agents that operate in pro…

TechCrunch reports that Plurai’s system treats an agent like a driver: it feeds raw sensor streams into a single neural pipeline that outputs actions. The approach sidesteps modular pipelines that split perception, pl…

The tradeoff is clear. End‑to‑end training assumes the training distribution covers the deployment space. Real‑world interactions remain stochastic, and a single network can hide failure modes that modular debugging w…

Radical Numerics unveiled a model that scans biological data for signatures of both natural pathogens and AI‑engineered threats. WIRED notes that the system runs entirely offline, eliminating the need for an internet …