The State of the Art in ML - Aug 29th, 2021

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Aug 29, 2021, 3:38:10 AM8/29/21
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OpenAI Codex AI21 Labs trains a massive language model to rival OpenAI’s GPT-3 Deleting unethical data sets isn’t good enough AI system may diagnose dementia in a day - BBC...
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OpenAI Codex
We’ve created an improved version of OpenAI Codex, our AI system that translates natural language to code, and we are releasing it through our...

Sam Altman
@sama
Today OpenAI launched Codex, which is an API that uses AI to write code from natural language.

There's a demo video here: https://t.co/hOOfo3MZlu

OpenAI
@OpenAI
OpenAI Codex has a qualitatively new capability — it can write code with sufficient accuracy that users can direct their computer in natural language.

Codex is now in OpenAI API, for people to build new businesses or integrate with existing applications: https://t.co/n3U4DJ7fqC https://t.co/3ETsyXMQ7T
AI21 Labs trains a massive language model to rival OpenAI’s GPT-3
AI21 Labs, a Tel Aviv, Israel-based startup, has trained a massive English-language model it claims is superior to GPT-3 in some ways.

Carl Carrie (@🏠)
@carlcarrie
The startup AI21 Labs trains a massive language model supporting multi-words / n-grams - Jurassic-1 Jumbo — contains 178 billion parameters, or 3 billion more than OpenSIs GPT-3 (but less than than PanGu-Alpha, HyperCLOVA, and Wu Dao 2.0).

#NLP

https://t.co/3MI59GEiu9
Deleting unethical data sets isn’t good enough
This is a really important paper, because people s eyes have not generally been open to the complexities, and potential harms and risks, of...

Karen Hao
@_KarenHao
As norms have changed in the AI community, data sets once considered inventive and foundational are now seen as unethical breaches of privacy. But researchers who've attempted to delete the data have faced a problem: the internet is forever. 😬https://t.co/rYQt5hBeWE
AI system may diagnose dementia in a day - BBC News
The system being tested should spot the disease long before symptoms or obvious brain signs develop.
An AI expert explains why it's hard to give computers common sense
Imagine you're having friends over for lunch and plan to order a pepperoni pizza. You recall Amy mentioning that Susie had stopped eating meat....
Computer Scientists Discover Limits of Major Research Algorithm | Quanta Magazine
The most widely used technique for finding the largest or smallest values of a math function turns out to be a fundamentally difficult computational...

hardmaru
@hardmaru
Computer Scientists Discover Limits of Major Research Algorithm: A new result in complexity theory establishes why the gradient descent algorithm cannot solve some kinds of problems quickly. (@QuantaMagazine)

https://t.co/yXgoNp5TdZ
https://t.co/8RqT8RSKWS
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