To-Do List

See also: Machine learning terms

Acronyms

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

Bard - powered by LaMDA, ChatGPT competitor from Google

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

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

Companies

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/

Diffusion model

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

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

LaMDA

Language model

Large language models (LLMs)

Machine learning terms

Manipulation problem - people are manipulated by AI chatbots

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 engineering

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

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

Text-to-3D

Text-to-audio

Text-to-image

Text-to-video

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

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

Unstable Diffusion