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The Scaling Hypothesis

On GPT-3: meta-learning, scaling, implications, and deep theory. The scaling hypothesis: neural nets absorb data & compute, generalizing and becoming more Bayesian as problems get harder, manifesting new abilities even at trivial-by-global-standards-scale. The deep learning revolution has begun as foretold. ....

New York , United States , United Kingdom , Quocv Le , Sam Altman , Dorian Gray , Ilya Sutskever , Hans Moravec , Oscar Wilde , Los Alamos , Norbert Wiener , Cambria White , Girl Scouts , Princeton University , Mozilla Foundation , Mozilla Corporation , Penn Tree Bank , Reasoning Corpus , Human Use , Human Beings , Google Brain , Hershey Chocolate , Straight Lines On Graphs , Big Science , Manhattan Project , Bitter Lesson ,

Critique of 2018 Turing Award for Drs. Bengio & Hinton & LeCun


Conclusion (~1,700 words).
All backed up by over 200 references (~6,500 words).
We must stop crediting the wrong people for inventions made by others.
Instead let s heed the recent call in the journal
Nature:
Let 2020 be the year in which we value those who ensure that
science is self-correcting [SV20].
Like those who know me can testify, finding and citing original sources of scientific and technological innovations is important to me, whether they are mine or other people s [DL1][DL2][HIN][NASC1-9]. The present page is offered as a resource for computer scientists who share this inclination.
By grounding research in its true intellectual foundations and crediting the original inventors, ....

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