Fairness
AI killing us is a long way off (if it ever comes down to it), but biases in our technology are with us in the present.
| Random Link ¯\_(ツ)_/¯ | ||
| Mar 3, 2021 | » | LLMs: Stochastic Parrots 🦜 and How (Not) to Use Them |
| Oct 4, 2021 | » | Computational Bias and Fairness |
| Sep 18, 2018 | » | On DNA Testing |
was written in a period when NLP practitioners are producing bigger (# of parameters; size of training data) language models (LMs), and pushing the top scores on benchmarks. The paper itself was controversial because it led to Gebru being fired from Google, following disagreements with her managers on conditions (withdraw, or remove Google-affiliated authors) for publishing the paper.
A lot changed since mid-2021, when I initially wrote this page. OpenAI’s ChatGPT took the world by storm – reaching 123m MAU less than 3 months after launch and becoming the fastest-growing consumer application in history (TikTok took 9 months to hit 100m MAU).
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