Control Glossary

Browse 12 control terms defined in plain English, from the cultural dictionary of computing.

12 Control Terms

Code Overlord
A joking title for the person, team, or tool with outsized control over what code can be changed and how. In engineering slang, code overlord can be admiring...
Controlled Generation
Generation that is constrained by specific requirements such as format, tone, style, factual grounding, or policy rules rather than being left fully...
Deterministic Policy
A reinforcement learning policy that maps each state to one specific action rather than a probability distribution. It influences how models are trained,...
Dual-Class Shares
A share structure where different classes carry different voting rights, often letting founders retain outsized control relative to economic ownership. It is...
Fine-Grained Control
The ability to adjust an AI system's behavior in precise ways rather than through broad high-level settings alone. Fine-grained control matters when teams need...
Governance
The structures, rules, and decision rights that determine how a company is overseen and controlled, including boards, approvals, reporting, and fiduciary...
Instruction Hierarchy
The ordering of which instructions take precedence when multiple sources of guidance are present, such as system, developer, tool, and user instructions....
Instruction Set AI
A defined collection of instructions or behaviors an AI system is expected to follow, often used in prompt design, orchestration, or evaluation. The phrase...
Kill Switch
Kill Switch is a built-in mechanism that disables functionality quickly under defined emergency or abuse conditions. Security teams use it to enforce trust,...
Manual Override
A mechanism or procedure that lets humans bypass normal automation or policy in order to regain control. In engineering slang, manual overrides are essential...
Steering Vector
A direction in representation space that can be used to steer model behavior by shifting internal activations toward or away from certain concepts or styles....
Tame the Beast
To bring a difficult, messy, or unruly system under practical control. In engineering slang, taming the beast usually means reducing unpredictability rather...

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