Anthropic will make hidden request throttling in Claude transparent going forward but retains content restrictions, partly due to conflicts with the US Department of Defense over national security.
Production AI systems require a two-component architecture that combines performance with controllability and reliability, not just maximum model capacity.
Physical AI expands the attack surface of industrial systems, as manipulated sensors or AI models can cause not only data loss but also material damage and physical harm to people.