DeepFM 深度调频 by DeepFM_小Y

November 11, 2023 Vol.17 AI春晚！浪潮之巅！

和詹同学一起回顾了OpenAI首次Dev Day，简直是一次里程碑式的发布了！

OpenAI完整的呈现了它的野心和路径：chatbot -> AI Agent -> AGI，并且坚定的产品化的不断实践

在竞争对手还在做chatbot的show cases时，OpenAI已经完整展开了两个生态：一个是ChatGPT+GPTs，以chat为核心交互的全新体验；一个是以Assistants API为核心的能融入现有任何产品形态做AI+的模式

目前GPTs及GPT Builder都已对订阅用户开放，来体验下我做的小东西吧：https://chat.openai.com/g/g-O8VXL4opJ-emoji-sparkles

OpenAI开发者大会 DevDay 2023 直播视频（中英文精校）】 https://www.bilibili.com/video/BV15e411X75q/?share_source=copy_web&vd_source=1dc1940899d23c495584b2398c77593a

00:49 OpenAI 2023回顾

2022.11 GPT-3

2023.03 ChatGPT; Whisper; plugins

2023.04 GPT-4

2023.05 ChatGPT app for iOS

2023.06 Function calling

2023.07 Custom instructions for ChatGPT

2023.08 GPT-3.5 Turbo fine-tuning

2023.10 多模态：语音，图片，DALL-E3

ChatGPT Enterprise

2M Developers， 92% HVC，1亿WAU

How people use the product, how people use AI

26:27 GPT-4 Turbo

context length to 128k: 16X comparing to GPT-4. 300 pages

more control: JSON Mode; call multi-functions at once; reproducible output using seed

better world knowledge: up to 2023.04

new modalities API: DALL-E3, GPT-4 Turbo with vision, TTS, Whisper V3

Customization, Custom Models: fine-tuning for long context GPT-3.5 and GPT-4

Higher rate limits: 2x tokens per minute

Price: 3x less for Input tokens(1 cent for 1000 input tokens) and 2x less for output tokens(3 cent for 1000 output tokens); lower cost for GPT-3.5 and fine-tuning as well

Partnership with Microsoft

Azure: Infrastructure building

Mission

Safety

50:19 ChatGPT

Now using GPT-4 Turbo

All in one 可以使用现有tools ChatGPT会自己选择使用什么tools → AI Agent

Tell AI what you need and it’ll do all of these tasks for you.

GPTs: 针对特定用途定制的ChatGPT

三个最重要的自定义组件: instructions; expanded knowledge; actions

在执行操作和数据交互时的用户确认

三个主要场景: private; public; business

GPT Builder: 使用NLP构建GPTs

GPT Store: for public GPTs

Revenue sharing 头部GPTs

62:13 Assistants API (API version AI Agent)

Threading: 对话历史记录

Retrieval: expended knowledge

Actions

Code interpreter: If there’s no proper tools

Function calling

Playground

Name

Instruction

Model

Tools

Threads and Messages: keep adding messages into a thread

67:27 谈谈感受与未来

两个生态：ChatGPT+GPTs & Assistants API

benchmark

AI颠覆娱乐业

...more

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