AI in 2022

79 answers from 2022.

  1. What is the difference between AI, machine learning and deep learning? History of AI
  2. What is InstructGPT, and why does it follow instructions better? OpenAI tracker
  3. What are embeddings, and how do they power search by meaning? Build with AI
  4. How do you write instructions for the new instruction-following GPT-3 models? Prompting
  5. What is zero-shot prompting? Prompting
  6. How can researchers use AI tools like Elicit to find and sort papers? Society and work
  7. What is an API key, and how do you keep it safe? Build with AI
  8. What is learning from human feedback (RLHF)? History of AI
  9. What is the difference between GPT-3's Ada, Babbage, Curie and Davinci? Models and labs
  10. How do you use GPT-3's edit and insert modes? Prompting
  11. How do Make and Zapier compare for a first automation? Build with AI
  12. How is a language model trained, from raw text to answers? History of AI
  13. What is Google's PaLM, and why does a 540-billion-parameter model matter? Models and labs
  14. What is DALL·E 2? OpenAI tracker
  15. Why does GPT-3 lose track in long documents? AI tools
  16. How do you call the GPT-3 API from a spreadsheet? Build with AI
  17. What is AI alignment, in plain words? Society and work
  18. How do you turn a vague idea into a clear question for an AI? Prompting
  19. How do you summarize a long report with GPT-3? AI tools
  20. What is Google's Imagen, and how does it turn text into pictures? Models and labs
  21. How can marketers use GPT-3 without sounding generic? Society and work
  22. What is chain-of-thought prompting? Prompting
  23. Can GPT-3 help a small business answer customer email? Society and work
  24. Can an AI chatbot be sentient? Society and work
  25. How do you translate between English and French with GPT-3? AI tools
  26. Is GitHub Copilot worth paying for now that it's generally available? AI tools
  27. What is prompt engineering, and is it a real skill? Prompting
  28. What is Hugging Face, and how do you try models there? AI tools
  29. What is Midjourney, and how do you get started? AI tools
  30. What changes now that DALL-E 2 is in beta, and how do its credits work? OpenAI tracker
  31. What does it mean for a language model to be open? Models and labs
  32. What is a model card, and how do you read one? Models and labs
  33. How do you write a prompt template you can reuse? Prompting
  34. How do Midjourney parameters like --ar and --stylize work? AI tools
  35. How do you use AI without letting it think for you? Society and work
  36. How do you filter harmful content with OpenAI's moderation endpoint? Build with AI
  37. What is Stable Diffusion, and why does an open model matter? AI tools
  38. Can you use AI-generated images commercially? Society and work
  39. What is a diffusion model? History of AI
  40. How do you extend and edit images with DALL·E 2's outpainting and inpainting? AI tools
  41. What is Character.AI, and how do its chatbot characters work? Models and labs
  42. What is OpenAI's Whisper, and how does it turn speech into text? OpenAI tracker
  43. How do you run Stable Diffusion on your own computer? AI tools
  44. Why are artists upset about AI image generators? Society and work
  45. What changes in September 2022 under Québec's Law 25? Society and work
  46. Can anyone use DALL-E 2 now that the waitlist is gone? OpenAI tracker
  47. How do you transcribe audio with Whisper? AI tools
  48. How do you create a character on Character.AI? AI tools
  49. Why do AI chat characters feel so real, and what are the risks? Society and work
  50. What can text-to-video research like Make-A-Video and Imagen Video do? AI tools
  51. How do you write a negative prompt in Stable Diffusion? AI tools
  52. How do you teach an image model a new face or style? Build with AI
  53. What is AI art doing to illustration and stock photo work? Society and work
  54. What is the US Blueprint for an AI Bill of Rights? Society and work
  55. How can teachers use AI image generators in class? Society and work
  56. How do you write code comments that guide an AI coding assistant? Build with AI
  57. What is new in Midjourney V4, and why are its images so different? AI tools
  58. How much does it cost to use GPT-3? Models and labs
  59. How do you use AI to write alt text for images? Society and work
  60. What changed in Stable Diffusion 2.0? Models and labs
  61. What is ChatGPT, and how is it different from a search engine? OpenAI tracker
  62. How do you have a back-and-forth conversation with ChatGPT? OpenAI tracker
  63. Can ChatGPT write code you can trust? OpenAI tracker
  64. How do you get ChatGPT to write in your own style? Prompting
  65. Why does ChatGPT refuse some requests? Society and work
  66. Is it safe to put private information into ChatGPT? Society and work
  67. Will ChatGPT end the take-home essay? Society and work
  68. Why doesn't ChatGPT know about recent events? History of AI
  69. How do you use ChatGPT as a study partner? Society and work
  70. How is an answer engine like Perplexity different from ChatGPT? AI tools
  71. What is Constitutional AI, and how can an AI learn from a list of principles? Models and labs
  72. How do you use ChatGPT to test your own ideas? Prompting
  73. How do you use ChatGPT to write a professional email? Society and work
  74. Can ChatGPT do math reliably? Society and work
  75. Should you use ChatGPT or text-davinci-003 in the Playground? Models and labs
  76. Who is responsible when ChatGPT gives bad advice? Society and work
  77. How do you keep a log of your best prompts? Prompting
  78. Can ChatGPT help you write a cover letter or résumé? Society and work
  79. Can ChatGPT help you write a business plan? Society and work

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