To-Do List

See also: Machine learning terms

Acronyms

AI Anxiety - fear and apprehension about uncertainties that AI could cause such as job loss or destruction of human civilization

AI Summary Generators

Alignment / Alignment problem / Control problem - steer AGI towards the goals of humans. Prevent AGI from destroying the world - https://www.reddit.com/r/ControlProblem/wiki/faq

AlphaGo - https://www.deepmind.com/research/highlighted-research/alphago - Go playing AI from DeepMind

AlphaZero

Anthropic AI - AI research company from former OpenAI employees. 300 million from Google

Applications

Art

Artificial general intelligence

Attention Is All You Need (https://arxiv.org/abs/1706.03762) - influential paper that introduced Transformer

BERT

Claude - Chatbot from Anthropic

CLIP (Contrastive Language–Image Pre-training) - https://arxiv.org/abs/2103.00020, https://openai.com/blog/clip/ - encode images and text into representations that can be compared in the same space. basis for many Text-to-Image Models like Stable Diffusion

Chain of Thought Prompting - https://ai.googleblog.com/2022/05/language-models-perform-reasoning-via.html

CodeGen - https://github.com/salesforce/CodeGen, https://arxiv.org/abs/2203.13474

Common Crawl - open repository of web crawl data

Companies

Context window - Claude from Anthropic claims to have the context window of 100k tokens (https://www.anthropic.com/index/100k-context-windows)

Controversies

CUDA

Dev tools

D-ID - https://www.d-id.com/- AI animation

Diff Models - https://carper.ai/diff-models-a-new-way-to-edit-code/

DeepMind - AI company owned by Google

DeepMind Sparrow - chatbot / text generator

DreamStudio - Stability AI

Ethics

EleutherAI - https://www.eleuther.ai/, https://github.com/EleutherAI, https://huggingface.co/EleutherAI

Few shot

Foundation models

hallucinations - nonsensical answers to factual questions from large language models - https://en.wikipedia.org/wiki/Hallucination_(artificial_intelligence), https://www.newyorker.com/tech/annals-of-technology/chatgpt-is-a-blurry-jpeg-of-the-web

inference

MusicML - text to music, Google, https://blog.google/technology/ai/musiclm-google-ai-test-kitchen/

Jailbreaking - jailbreaking AI models: https://news.ycombinator.com/item?id=34676043

Jasper - Content (Text) generation

LAION - https://laion.ai/ - non-profit organization, provides datasets, tools and models to liberate machine learning research

Language model

Large language models (LLMs)

Machine learning terms

One shot

Organizations

Papers

Prime Voice AI by Eleven Labs (https://beta.elevenlabs.io/) - realistic voices

privacy - relating to AI and training of models

Prompt extraction

Prompt injection

PyTorch

replicate - use open-source models with a Cloud API, https://replicate.com/

RLHF - Reinforcement Learning from Human Feedback - https://huggingface.co/blog/rlhf

Text-to-3D

Text-to-audio

Text-to-image

Text-to-video

The Pile - https://pile.eleuther.ai/, https://arxiv.org/abs/2101.00027

Transformer - https://news.ycombinator.com/item?id=34566275

ViT - Vision Transformer - https://arxiv.org/abs/2010.11929