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Recently, some have exhorted that prompts should say "take a deep breath" for boosting generative AI results. I took a close look. Read here the truth about the matter. ....
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. ....
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, ....