Runtime
A software layer wrapping a model that executes the intent of the model's output, issues function calls or API requests, and captures and handles returned results. It is responsible for parameter validation, timeout handling, error retries and permission control.
Timeline (last 90 days)
The security policies of agent systems are usually implemented at the runtime layer rather than in the model prompt, because the code that can actually cause external impact is at the runtime layer.
Runtime refers to the infrastructure that actually carries agent execution, including process/container scheduling, state storage, network egress for tool calls, logging and tracing, and secret injection; owning the runtime means deciding where agents run, what they can access, where state is written, and how failures are replayed.
Structure written into prompts is soft, and the model may treat the checking step as already completed and continue executing; therefore checks must sit outside the model, becoming a runtime primitive or a mandatory checkpoint in the script.
Most current Agent frameworks invest far from enough in the runtime.
A runtime safety layer can intercept high-risk behaviors before model inference results are translated into actual operations.
AI竞争的护城河正从模型本身转向围绕模型运转的运行时
All Facts (6)
The security policies of agent systems are usually implemented at the runtime layer rather than in the model prompt, because the code that can actually cause external impact is at the runtime layer.
50%UnverifiedRuntime refers to the infrastructure that actually carries agent execution, including process/container scheduling, state storage, network egress for tool calls, logging and tracing, and secret injection; owning the runtime means deciding where agents run, what they can access, where state is written, and how failures are replayed.
50%UnverifiedStructure written into prompts is soft, and the model may treat the checking step as already completed and continue executing; therefore checks must sit outside the model, becoming a runtime primitive or a mandatory checkpoint in the script.
50%UnverifiedMost current Agent frameworks invest far from enough in the runtime.
50%UnverifiedA runtime safety layer can intercept high-risk behaviors before model inference results are translated into actual operations.
50%UnverifiedAI竞争的护城河正从模型本身转向围绕模型运转的运行时
50%