ai
Generative AI
AI that creates new content - text, images, code, audio - rather than just classifying or predicting.
Definition
Generative AI is the class of AI that produces new content - written text (LLMs like GPT-4, Claude), images (Midjourney, DALL-E), code (GitHub Copilot, Cursor), audio (ElevenLabs), video. It contrasts with earlier discriminative AI that classified or predicted. The implications for knowledge work are massive: tasks that took hours now take minutes, but quality control becomes the new bottleneck. For service businesses, generative AI is a force multiplier on every text-heavy workflow - drafting, summarizing, research, customer communication.
In your business
- →Identify the 5 most-repeated text tasks in your business - those are first candidates for AI augmentation
- →Always verify factual outputs - generative AI hallucinates confidently
- →Use AI to draft, humans to refine - the combination beats either alone