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When you watched the sequence “Silicon Valley” and didn’t miss the final episode, then keep in mind the way it all ended: the staff will get collectively twenty years later, reminiscing concerning the previous.
Let’s see what occurred to the authors of the Transformer neural community structure that underlies ChatGPT and GPT-4. The staff was featured within the article “Consideration is all you want” by Google Analysis (June 2017). The authors are listed under in the identical order as in Google’s article.
Ashish Vaswani left Google on the finish of 2021 to start out Adept, which has raised $415 million and is valued at over $1 billion to date. Nonetheless, Ashish left Adept just a few months in the past—in December 2022, instantly after the discharge of ChatGPT— and based a brand new startup. In the intervening time, the startup remains to be anonymous, and it isn’t clear how many individuals have joined the corporate and what they’re engaged on.
Again at Google, Vaswani labored on the design of the mannequin within the early phases and programmed the entire thing.
Noam Shazeer labored at Google for over 20 years, since December 2000. In October 2021, he stop and based the startup Character.ai. Since then, the corporate has already raised $200 million and reached a valuation of virtually $1 billion. Based on LinkedIn, there are about 20 workers working there, so the worth per greenback is spectacular. It was Noam who launched the thought of various “heads” within the consideration mechanism.
Niki Parmar, the one feminine co-author of the article, was a employees researcher on the Google Mind staff till November 2021. Then, she joined Ashish Vaswani at Adept. Nonetheless, as we already know, they didn’t keep there for a very long time and left collectively to start out a brand new mission. Niki has achieved many coaching and mannequin validation experiments.
Jakob Uszkoreit — many name him the principle mind behind the invention of the Transformer structure. It was he who steered changing recurrent networks with an identical “consideration” mechanism and commenced prototyping the primary method. He left Google in mid-2021 and based Inceptive Life, the place the staff is engaged on neural community modelling of mRNA. mRNA is what (generally) underpins vaccines (for instance, the Pfizer-BioNTech’s Covid-19 vaccine).
Llion Jones is the one particular person on this listing that’s working at Google to today. Based on him, it was he who steered the title of the article, which turned a meme and gave rise to dozens of different articles with the “X is all you want” sample. He was additionally chargeable for optimizing mannequin inference and visualization for experiments and articles.
Aidan Gomez left Google within the fall of 2019 to discovered Cohere.ai. The corporate continues to work on language fashions; a few of their merchandise are much like the use circumstances that individuals had within the early days after the discharge of ChatGPT. Managed to draw greater than $400 million in investments and develop the corporate to virtually 200 workers.
Lukasz Kaiser, after greater than seven years at Google, left in the summertime of 2021 to work at OpenAI. The unique article states that Lukasz was chargeable for the event and optimization of the code. He is among the co-authors of TensorFlow, a library for creating and coaching neural networks. He’s a really sturdy engineer—and is now engaged on GPT 👀 As a part of the work on Transformer, he labored with Aidan Gomez to enhance the codebase and velocity up iterations in analysis work (via simpler interplay and prototyping).
Illia Polosukhin left Google in 2017, earlier than the discharge of the article, to discovered Close to, a blockchain protocol that’s basically a competitor to Ethereum. Its present valuation is about $2 billion, and in simply six years, greater than $375 million has been raised as investments.
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