Jargon / 08 definitions

Precise words. Practical meaning.

The neutral definition, then what I think it means once you’ve shipped it. A field guide to agents, sovereignty and compliance.

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A definition is a starting point.

8 definitions

Agent

Agents
Definition

A model given tools, a goal and the authority to act in a loop without a human approving each step, deciding for itself when it is finished.

Attestation

Sovereignty
Definition

A cryptographic statement, signed by hardware, describing exactly what code is running in an enclave. It lets a remote party verify an environment they do not control.

Audit trail

Compliance
Definition

An append-only record of what a system did, on what input, under whose authority, and when. For AI systems this includes the prompt, the model, the response and the cost.

Confidential computing

Sovereignty
Definition

Running computation inside a hardware-enforced enclave so that even the operator of the machine cannot read the data being processed. Attestation lets a third party verify which code is running inside it.

Egress

Sovereignty
Definition

Network traffic leaving a system boundary. In a sandboxed agent context, controlling egress means deciding which outbound destinations the agent may reach at all.

High-risk system

Compliance
Definition

An EU AI Act classification covering systems used in areas such as employment, credit scoring, education, critical infrastructure and law enforcement. It triggers obligations on risk management, data governance, logging, human oversight and conformity assessment.

Human in the loop

Compliance
Definition

A design where a person reviews or approves an automated system's output before it takes effect. Named explicitly in EU AI Act obligations around human oversight for high-risk systems.

Sovereign AI

Sovereignty
Definition

AI systems where the operator retains control over where the model runs, where the data goes, and who can inspect either. Often used for national or sector-level infrastructure, but it applies to any single organisation.