Artificial Intelligence (AI)
“Right now, all of us should be learning as much as we can about AI and the applications, because technology is shifting under our feet.”
Applications / Showcase
- Midjourney
- Jasper - AI Content Platform
- NVIDIA Maxine
- https://thispersondoesnotexist.com
- Dall-E 2
- Podcast.ai
- openoceancam
- Github Copilot
- Character AI
- The Infinite Conversation
- Dreamix Video
Libraries
- https://github.com/facebookincubator/AITemplate
- https://github.com/AUTOMATIC1111/stable-diffusion-webui
Types
- Artificial Narrow Intelligence (ANI)
- Artificial General Intelligence (AGI)
- Artificial Super Intelligence (ASI)
Applications of AI
- Bots
- Games
- Digital Image Analysis (recognition)
- Spam filtering
- Driving
Approaches
- Machine Learning
- Alpha Beta Pruning
- A* Search
- Combinatorial Search
- Statistics and Machine Learning
- Natural Language Processing
- Generative Adversarial Networks
- Feed Forward (as it trains, data just flows one way...from the input node to the output node)
Acronyms
- FFNN - Fast Forward Neural Network
- LSTM - Long Short-term Memory Network
- RNN - Recurrent Neural Networks
- GNMT - Google Neural Machine Translation
Learning Materials
Managed Services
Noteworthy Projects and Links
- iGAN, "A deep learning software that easily generates images with a few brushstrokes"
- Open AI
- Partnership on AI
- Facebook AI Research
- A Neural Network for Machine Translation, at Production Scale
- Sirajology
- Future of Life Institute
Glossary
- LLM - Large Language Model
CUDA
"CUDA is a parallel computing platform and application programming interface that allows software to use certain types of graphics processing units for general purpose processing, an approach called general-purpose computing on GPUs."