Category: Regulatory Compliance

Prompt ROI Measurement

Prompt ROI Measurement refers to the process of quickly and accurately determining the return on investment for a specific prompt or set of prompts, often used in artificial intelligence or marketing contexts. It involves tracking the costs associated with creating and deploying prompts and comparing these to the measurable benefits they generate, such as increased…

Self-Healing Prompt Systems

Self-Healing Prompt Systems are automated setups in which AI prompts can detect when they are not producing the desired results and make adjustments to improve their performance. These systems monitor their own outputs, identify errors or shortcomings, and revise their instructions or structure to try again. This approach helps maintain consistent and reliable AI responses…

Prompt Output Versioning

Prompt output versioning is a way to keep track of changes made to the responses or results generated by AI models when given specific prompts. This process involves assigning version numbers or labels to different outputs, making it easier to compare, reference, and reproduce results over time. It helps teams understand which output came from…

Zero-Day Prompt Injection Patterns

Zero-Day Prompt Injection Patterns are newly discovered ways that attackers can trick artificial intelligence models into behaving unexpectedly by manipulating their inputs. These patterns are called zero-day because they have not been seen or publicly documented before, meaning defences are not yet in place. Such prompt injections can cause AI systems to leak information, bypass…

Ethics-Focused Prompt Libraries

Ethics-focused prompt libraries are collections of prompts designed to guide artificial intelligence systems towards ethical behaviour and responsible outcomes. These libraries help ensure that AI-generated content follows moral guidelines, respects privacy, and avoids harmful or biased outputs. They are used by developers and organisations to build safer and more trustworthy AI applications.

Session-Aware Prompt Injection

Session-Aware Prompt Injection refers to a security risk where an attacker manipulates the prompts or instructions given to an AI system, taking into account the ongoing session’s context or memory. Unlike typical prompt injection, which targets single interactions, this method exploits the AI’s ability to remember previous exchanges or states within a session. This can…

Prompt-Based Exfiltration

Prompt-based exfiltration is a technique where someone uses prompts to extract sensitive or restricted information from an AI model. This often involves crafting specific questions or statements that trick the model into revealing data it should not share. It is a concern for organisations using AI systems that may hold confidential or proprietary information.