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{{see also|Machine learning terms}} | {{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]]''' | '''[[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]]''' | '''[[Applications]]''' | ||
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'''[[Artificial general intelligence ]]''' | '''[[Artificial general intelligence ]]''' | ||
'''[[Attention Is All You Need]]''' (https://arxiv.org/abs/1706.03762) - influential paper that introduced [[Transformer]] | |||
'''[[BERT]]''' | '''[[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 | '''[[CodeGen]]''' - https://github.com/salesforce/CodeGen, https://arxiv.org/abs/2203.13474 | ||
'''[[Common Crawl]]''' - open repository of web crawl data | |||
'''[[Companies]]''' | '''[[Companies]]''' | ||
'''[[Context window]]''' - [[Claude]] from [[Anthropic]] claims to have the context window of 100k [[tokens]] (https://www.anthropic.com/index/100k-context-windows) | |||
'''[[Controversies]]''' | '''[[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/ | '''[[Diff Models]]''' - https://carper.ai/diff-models-a-new-way-to-edit-code/ | ||
'''[[DeepMind]]''' - AI company owned by Google | '''[[DeepMind]]''' - AI company owned by Google | ||
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'''[[DeepMind Sparrow]]''' - chatbot / text generator | '''[[DeepMind Sparrow]]''' - chatbot / text generator | ||
'''[[DreamStudio]]''' | '''[[DreamStudio]]''' - [[Stability AI]] | ||
'''[[Ethics]]''' | '''[[Ethics]]''' | ||
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'''[[Few shot]]''' | '''[[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 | '''[[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]] ([[LLM]]s)''' | '''[[Large language models]] ([[LLM]]s)''' | ||
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'''[[Organizations]]''' | '''[[Organizations]]''' | ||
'''[[Prompt]]''' | '''[[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/ | '''[[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-3D]]''' | ||
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'''[[The Pile]]''' - https://pile.eleuther.ai/, https://arxiv.org/abs/2101.00027 | '''[[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 |
Latest revision as of 09:53, 14 May 2023
- See also: Machine learning terms
AI Anxiety - fear and apprehension about uncertainties that AI could cause such as job loss or destruction of human civilization
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
Anthropic AI - AI research company from former OpenAI employees. 300 million from Google
Artificial general intelligence
Attention Is All You Need (https://arxiv.org/abs/1706.03762) - influential paper that introduced Transformer
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
Context window - Claude from Anthropic claims to have the context window of 100k tokens (https://www.anthropic.com/index/100k-context-windows)
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
EleutherAI - https://www.eleuther.ai/, https://github.com/EleutherAI, https://huggingface.co/EleutherAI
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
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
Prime Voice AI by Eleven Labs (https://beta.elevenlabs.io/) - realistic voices
privacy - relating to AI and training of models
replicate - use open-source models with a Cloud API, https://replicate.com/
RLHF - Reinforcement Learning from Human Feedback - https://huggingface.co/blog/rlhf
The Pile - https://pile.eleuther.ai/, https://arxiv.org/abs/2101.00027