# Generative AI : 세콰이어가 정리한 생성AI 시장 지도

> Clean Markdown view of GeekNews topic #7548. Use the original source for factual precision when an external source URL is present.

## Metadata

- GeekNews HTML: [https://news.hada.io/topic?id=7548](https://news.hada.io/topic?id=7548)
- GeekNews Markdown: [https://news.hada.io/topic/7548.md](https://news.hada.io/topic/7548.md)
- Type: news
- Author: [xguru](https://news.hada.io/@xguru)
- Published: 2022-10-06T10:19:01+09:00
- Updated: 2022-10-06T10:19:01+09:00
- Original source: [sequoiacap.com](https://www.sequoiacap.com/article/generative-ai-a-creative-new-world/)
- Points: 18
- Comments: 1

## Topic Body

- 사람은 분석에 능하고, 머신은 더 훌륭. 이걸 발전시킨게 전통적인 AI인 "Analytical AI"   
- 하지만 사람은 창작도 잘함. 지금까지는 기계들이 이걸 하지 않았지만, 이제 새로운 것들을 만들어 내기 시작. 이게 "Generative AI"  
### 왜 지금인가 ?  
- 더 나은 모델, 더 많은 데이터, 더 많은 컴퓨팅   
- Wave 1: 작은 모델들이 지배(2015년 이전)  
- Wave 2: 규모의 경쟁(2015년~오늘날)  
- Wave 3: 더 좋게, 더 빠르게, 더 싸게(2022년 이후)  
- Wave 4: 킬러앱의 등장(지금)  
### Market Landscape   
- Text  
  - Application Layer : Marketing(content), Sales(email), Support(chat/email), General Writing, Note Taking,..  
  - Model Layer : OpenAI GPT-3, DeepMind Gopher, Facebook OPT, Hugging Face Bloom, Cohere, Anthropic, AI2, Alibaba, Yandex,..  
- Code Generation   
  - Application : Code Generation, Code Documentation, Text to SQL, Web App Builders   
  - Model : OpenAI GPT-3, Tabnine, Stability.ai   
- Image   
  - Application : Image Generation, Consumer/Social, Media/Advertising, Design  
  - Model : OpenAI DALL-E 2, Stable Diffusion, Craiyon   
- Speech   
  - Application : Voice Synthesis   
  - Model : OpenAI   
- Video   
  - Application : Video Editing/Generation   
  - Model : Microsoft X-CLIP, Meta Make-A-Video   
- 3D   
  - Application : 3D models/scenes  
  - Model : DreamFusion, NVidia GET3D, MDM   
- TBD   
  - Application : Gaming, RPA, Music, Audio, Biology&Chemistry   
  - Model : TBD

## Comments



### Comment 12631

- Author: laeyoung
- Created: 2022-10-06T13:18:10+09:00
- Points: 1

"PS: This piece was co-written with GPT-3. GPT-3 did not spit out the entire article, but it was responsible for combating writer’s block, generating..."  
  
GPT-3를 보조 도구로 썼다고 ps에 적혀 있어서 글이 더 재밌게 느껴지는 듯 합니다