AI Data

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  1. Illustration of various forms fine-tuning methods for large language models, including fine-tuning, prompt engineering, RLHF and RAG. Each of these methods is illustrated with iconography and shown to be connected

  2. Futuristic illustration of a car in motion, meant to symbolize AI technology in the automotive industry

  3. Two people floating and surrounded by a web of interconnected icons depicting a lock, shield, alert, cloud, key, password and more, all meant to symbolize responsible AI

  4. Two people and a robot at a table, with the robot shaking one person's hand, all meant to symbolize chatbot empathy

  5. An illustration of a robot with icons around its head denoting the types of content that can be generated by AI, including, text, voice, video and code.

  6. Illustration of a robot meant to represent AI, an iceberg labeled as "AI BIAS" and some depictions meant to convey data

  7. Model of a human pondering while looking at the word "AI" meant to symbolize consumer sentiment on generative AI training data

  8. Person delivering a presentation, meant to symbolize explainable artificial intelligence

  9. Illustration of a person with arms raised, suggesting uncertainty, and floating iconography meant to convey choices (different arrows and question marks).

  10. Illustration of a person speaking into a microphone with a smiling robot listening, meant to symbolize natural language processing

  11. Illustration showing lines separating into strands and becoming increasingly separated, meant to symbolize machine learning model drift

  12. Data visualization meant to convey key metrics in data annotation


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