Zero-Shot Learning
Zero-shot learning lets an AI model perform a new task or recognize an unseen category without task-specific labeled examples.
#PromptEngineering
Explore AIstify's latest reporting, research, and expert analysis tagged with "prompt engineering", collected in one continuously updated archive.
Related Posts
OpenAI Tells Developers to Stop Over-Prompting GPT-5.6
OpenAI’s new GPT-5.6 prompting guide urges developers to write shorter, outcome-first prompts, saying leaner instructions raised scores 10-15% while cutting tokens and cost sharply.
Temperature
Temperature is a generative AI setting that adjusts how strongly a model favors likely tokens, influencing output consistency and variation.
Prompt Engineering
By
Daniel Mercer
• 1 min read
Prompt engineering is the practice of designing instructions, context, examples, and output rules that help generative AI perform tasks reliably.
Prompt Injection
By
Daniel Mercer
• 1 min read
Prompt injection is an AI security attack that uses malicious instructions to override a model’s rules, expose data, or trigger unauthorized tool actions.
Few-Shot Learning
By
Daniel Mercer
• 1 min read
Few-shot learning allows an AI model to recognize a task or pattern from only a small number of examples.
Negative Prompting
By
Daniel Mercer
• 1 min read
Negative prompting tells a generative AI model what to avoid in an image or other output, helping steer style, content, and unwanted artifacts.
In-Context Learning
By
Daniel Mercer
• 1 min read
In-context learning lets a language model infer a task from instructions or examples inside the prompt without changing the model’s trained parameters.
Context Window
By
Daniel Mercer
• 1 min read
A context window is the amount of text and other tokenized information an AI model can consider during a single interaction.
OpenAI Warns Prompt Injection Threat Persists
By
Marcus Lee
• 1 min read
OpenAI acknowledges prompt injection attacks cannot be fully eliminated and is using automated AI attackers to harden its Atlas agentic browser against threats.
Adobe Updates Firefly with Prompt-Based Video Editing
By
Daniel Mercer
• 2 mins read
Adobe’s Firefly app adds a new video editor supporting precise prompt-based edits, along with integration of third-party models including Black Forest Labs’ FLUX.2 and Topaz Astra for enhanced video and image generation.
Prompt
By
AIstify Team
• 1 min read
An instruction or input given to an AI model that guides its response. Well-crafted prompts lead to more accurate, creative, and context-aware results in generative AI systems.