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Historical AI Conversation Topics
- 2. Who, Where, and Why? • Primary: • What are the ethical complications of creating a historicalartificial intelligence model? • Secondary: • How is the model's purposeimpacted by academic, institutional, and commercial use? • Target: • Museumspaces • The general public • Why artificial intelligence? • Price-point • Availability • Ease of implementation & design
- 3. Cassius Dio • Roman historian & senator • Born in Greece • 165AD to approximately 235 AD • Why him? • Extensive bibliography: 80 books on Roman history • Public exclusivity • Specific language choice • Relationship with Septimius Severus & Caracalla
- 4. "Antoninus [Caracalla] belonged to three races; and he possessed none of their virtues at all, but combined in himself all their vices; the fickleness, cowardice, and recklessness of Gaul were his, the harshness and cruelty of Africa, and the craftiness of Syria, whence he was sprung on his mother's side." "In everything he was very hot-headed and very fickle, and he furthermore possessed the craftiness of his mother and the Syrians, to which race she belonged."
- 5. Othering in Antiquity • Gender • Religion • Nationality
- 6. Cassius Dio & the Alt-Right
- 7. ChatGPT: State of the Art Existing • Artificial Intelligence & Art Theory: Category Collapse • March 2, 2023 • Nasher Museum • September 9, 2023 • Boston Dynamics: Robot Dog Personalities • October 25, 2023 In Progress • ChatGPT & Ancient Texts • April 11, 2023 • Historical Artificial Intelligence Models • October 1, 2023
- 8. ChatGPT: Reinforcement Learning from Human Feedback Limitations • Rephrasing provides different answers • Guesses intention • Incorrect answers instead of clarifying questions • Repetitivephrasing • Refuses: • Inappropriate requests • ModerationAPI blocks unsafe content
- 10. How long? Price impact Current Version (Bare Minimum Functionality): • ≈40 hours creating & editing model • ≈ 10 hours data cleaning for a result of 829 pages • Researchtime not included • Average Museum Researcher salary is $19 x hours = $950 • Freelancer: $24 x hours = $1200 Additional Help • Museum environment: Datachecker from museum staff OR the artificial intelligence checker needs to be fluent in the history they’re representing • Include meeting time in hours worked
- 11. Data Cleaning
- 14. Results: • Accuracy: • Referencing ChatGPT texts • Goes broad, not deep • Difficult to keep in character • Personality implementation • Topics of interest: 1. Personal 54 2. Historical 41 3. Contextual 31 4. Political opinion 21 5. Error Driven 12 6. Mythological 7 7. Contemporary/Aesthetic/Joke 3 8. Commentary 1 Questions Aesthetic Commentary Contemporary Contextual Error Driven Historical Joke Mythological Political Opinion Personal
- 15. Conversation Topics: Roman History
- 17. Conversation Topics: Mythology & Religious
- 18. Conversation Topics: Error Driven
- 20. Conversation Topics: Personal Opinion
- 21. Example of Potentially Problematic Behavior
- 22. Training Data
- 23. Training Data
- 24. Questions
- 25. Questions
- 26. Answers
- 27. Answers
- 28. Conclusion & Future Plans • Educational • Better as a learning process than an application • Ethics • Black box of data • Time period consistency • Consent • Licensing issues: images, writing, etc. • Future • More interactive • Personality integration • Physical/vocal design • Most people preferred the British accent Results 1 2 3 1 2 3