The Transformer
The Transformer is a neural network in ML especially suited for language. It allows the system to look at all “words” in a sequence at once. Once trained, these models generate new content by predicting what should come next based on the patterns they have learned.
GenAI Applications
Generative AI can be applied across various business needs:
- Content Creation: Text, image, music, and video.
- Personalisation: Chatbots, personal assistants, and tailored marketing.
- Extraction and Analysis: Text summarisation and data extraction.
- Transcription and Translation: Speech recognition and language translation.
- Matching: Applicant-to-job matching and company-to-segment matching.
- Code Generation: Code completion and automated testing.
AI Agents
Unlike standard tools, AI Agents act, make decisions, and carry out tasks without direct and continuous input from the user. Key examples include virtual assistants, customer service (CS) chatbots, and autonomous vehicles.