AI Introduction
AI 的演進, 應用, 新聞, 影響, 未來.
AI的演進
Artificial Intelligence (AI) Evolution
Neural model
A biological neuron and its mathematical model
Y = X * w + b
AI Key Researchers
Turing Award 2018 : Yann LeCun, Geoffrey Hinton , Yoshua Bengio
Yann LeCun : father of CNN, Facebook Chief AI Scientist
Geoffrey Hinton : father of Deep Learning, Google Brain
Yoshua Bengio : RNN, GAN, pre-training, theano
Andrew Ng (吳恩達) : Stanford AI Lab, founder of Coursera, deeplearning.ai
李宏毅 : Machine Learning Lectures, 台大電機系教授
Sam Altman, CEO of OpenAI
AI 的應用
Deep Learning (深度學習)
CNN
- Image Classification (影像分類)
- Object Detection (物件偵測)
- Pose Estimation (姿態估計)
- Face Recognition (人臉識別)
GAN
- Image Inpainting (修圖)
- Deep Fake (換臉)
- Stable Diffusion (生成圖片/影片)
RNN
- Text-to-Speech (語音轉文字)
- Text-to-Text : Translation (翻譯), Text Generation(文本產生)
- Generative Pretrained Transformers (GPT) : Q&A, Exam, (考題問答)
- ChatGPT
Kaggle Competitions
AI Cup 教育部全國大專校院人工智慧競賽
AI 人工智慧人才職缺專區
Generative AI (生成式人工智慧)
The 20 best generative AI tools in 2024
ChatGPT
Midjourney
Stable Diffusion
Sora
Runway
AI News
- 2024/10/04 Meta Movie Gen
- 2024/10/01 OpenAI DevDay2024
- 2024/09/25 Llama 3.2: Revolutionizing edge AI and vision with open, customizable models
- 2024/09/19 QQwen2.5: 基础模型大派对!
- 2024/09/17 Pixtral 12B - the first-ever multimodal Mistral model.
- 2024/09/14 Introducing OpenAI o1-preview
- 2024/09/05 OpenAI Co-Founder Raises $1 Billion for New Safe AI Startup
- 2024/08/20 Microsoft Unveils Phi-3.5: Powerful AI Models Punch Above Their Weight
- 2024/08/13 Grok-2 Beta Release
- 2024/07/30 NVIDIA Accelerates Humanoid Robotics Development
- 2024/07/29 Introducing SAM 2: The next generation of Meta Segment Anything Model for videos and images
- 2024/07/25 AI achieves silver-medal standard solving International Mathematical Olympiad problems
- 2024/07/23 Introducing Llama 3.1: Our most capable models to date
- 2024/06/25 Etched is Making the Biggest Bet in AI
- 2024/06/18 Google DeepMind, Harvard Develop AI-Powered Virtual Rat to Study Movement
- 2024/06/12 Announcing the Open Release of Stable Diffusion 3 Medium
- 2024/05/21 New models added to the Phi-3 family, available on Microsoft Azure
- 2024/04/29 TAIDE團隊釋出Llama 3-TAIDE-LX-8B-Chat-Alpha1模型,具臺灣文化的大型語言模型再升級
- 2024/04/18 Introducing Meta Llama 3
- 2024/03/19 TacticAI: an AI assistant for football tactics
- 2024/03/03 California officials give Waymo the green light to expand robotaxis
- 2024/02/29 Figure Raises $675M at $2.6B Valuation and Signs Collaboration Agreement with OpenAI
- 2024/02/27 Apple cancels plans to build an electric car
- 2024/02/18 Sam Altman’s $7 trillion chip dream: Bold vision or delusional fantasy?
- 2024/02/15 What is Open AI’s Sora? How it Works, Use Cases, Alternatives & More
- 2024/01/24 Humanoid Robot for Warehouse Use Ready for Mass Production
- 2024/01/17 AlphaGeometry: An Olympiad-level AI system for geometry
- 2023/12/06 Liquid AI, a new MIT spinoff, wants to build an entirely new type of AI
- 2023/12/05 Elon Musk’s AI startup — X.AI — files to raise $1 billion in fresh capital
- 2023/12/05 AI Alliance Launches as an International Community of Leading Technology Developers, Researchers, and Adopters Collaborating Together to Advance Open, Safe, Responsible AI
- 2023/11/30 Audiobox: Generating audio from voice and natural language prompts
- 2023/11/29 Millions of new materials discovered with deep learning
- 2023/11/28 Pika, which is building AI tools to generate and edit videos, raises $55M
- 2023/11/21 GAIA: a benchmark for General AI Assistants
- 2023/11/20 AI finds formula for how to predict monster waves by using 700 years’ worth of data
- 2023/11/09 Levels of AGI: Progress on the Path to Artificial General Intelligence from Google DeepMind
- 2023/10/31 DeepMind:A glimpse of the next generation of AlphaFold
- 2023/10/20 英特爾推出業界首款 AI PC 加速計畫 2025年衝刺逾1億台導入 AI 應用
- 2023/08/07 GPTBot: OpenAI releases new web crawler
- 2023/07/18 Meta and Microsoft Introduce the Next Generation of Llama
- 2023/02/24 Introducing LLaMA: A foundational, 65-billion-parameter large language model
AI的影響
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[2022/01/14 AI人工智慧取代大量人力,工業5.0時代它如何影響我們的生活?
根據麻省理工學院(MIT)和波士頓大學(Boston University)經濟學家的一項研究,如果AI技術發展速度加快,到2025年,機器人僅在製造業就可以取代200多萬名工人。 但隨著AI技術變得越來越智能,人工智能技術更有可能會超越人類,甚至可能會讓專業度很高的職業也被淘汰。 -
2023/04/17 80%的工作會被ChatGPT影響!OpenAI研究指出這12種職業最受衝擊,擔心被取代一定要知道
OpenAI與賓州大學這份研究指出,百分之百會被ChatGPT模型取代的職業有:報稅員、網頁與數位介面設計師、作家、數學家、會計師、記者、金融量化分析師、行政助理…。而大部分工作內容會被取代的則有:公關專家、區塊鏈工程師、口筆譯員、排版校對員…。
ChatGPT user comparision
ChatGPT user demographic
AI的未來
AI Ascent
Humanoid Robot
AGI - Artificial General Intelligence (通用人工智慧)
Paper: Levels of AGI: Operationalizing Progress on the Path to AGI
Paper: GAIA: a benchmark for General AI Assistants
OpenAI o1-preview
OpenAI DevDay2024
- Realtime API
- Vision Fine-tuning
- Prompt Caching
- Model Distillation
Slogans
2023~ GAI進化人類, 開發AGI : slogan 用AI進化人類
2025~ AGI協助人類發展科技 : slogan 用AI得永生
This site was last updated October 05, 2024.