2026-09-30
Global Cadence explains that physical AI depends not only on inference accuracy, but also on its ability to sense, make decisions, and execute actions within strict constraints on latency, energy, heat, reliability, and data movement. The article highlights the role of edge computing, memory, interconnects, and input/output interfaces in ensuring predictable system behavior.
OpenAI introduced the Dots agent, which can continue ongoing tasks through a dedicated cloud computer, gather information from applications, and perform certain actions with the user’s approval. The product focuses on delegating long-term responsibilities, with access limits and security reviews, but remains of limited availability and raises questions about memory accuracy and data control.
OpenAI introduced the GPT-6.1 Sol model for coding, computer use, document analysis, and multi-step workflows, with performance approaching GPT-6 Astra in several tests and API prices at approximately one-fifth of Astra’s cost. The model is available through ChatGPT Work, Codex, and the API, but has not yet reached the standard chat interface.