Generative AI

  1. Insights
  2. AI Data
  3. Generative AI

  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. Video screen shot showing two people and a slide.
    Video

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

  4. 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.

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

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

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

  8. Green and purple bar graph
    Research & Reports

  9. Video

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

  11. Single line drawing of the side profile of a head and the term "AI" imposed on a wavy background connoting hallucination

  12. Illustration of friendly robots and smart phones displaying iconography of humans, arrows and support agents, all meant to symbolize generative AI transparency and trust.

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