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Home » Are AI Transformers the Next Evolution of Collaborative Artificial Intelligence?
Hyperautomation Minute

Are AI Transformers the Next Evolution of Collaborative Artificial Intelligence?

Enterprise AI Minute Ep 12
Aaron BackBy Aaron BackMarch 14, 2022Updated:August 3, 20222 Mins Read
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Highlights

00:12 — This episode is brought to you by the Cloud Wars Expo. This in-person event will be held June 28th to 30th at the Moscone Center in San Francisco, California.

00:37 — When people hear the word ‘transformer,’ they tend to think about a part of the electricity grid infrastructure or the Transformers cartoon show which was later turned into hit movies.

01:05 — There’s a new transformer, which Aaron previously discussed with Aleksandra Przegalinska in a podcast episode on collaborative AI.

01:24 — These AI transformers are made up of a network of nodes that can learn how to do tasks by training on existing data.

01:40 — The first appearance of the term was in a 2017 paper from Cornell University, Attention is All You Need.

01:52 — AI transformers function like building blocks, aware of nearby transformers and building blocks. Additionally, these transformers can assess language models and can pick up the language models of nearby transformers.

02:34 — Researchers are referring to this method as ‘self-attention.’ When testing the AI transformers, researchers discovered accuracy exceeding 90% beyond their expectations.

02:51 — AI transformers require higher upfront computational power. Although this is the next evolution of AI, we certainly have not reached the full potential and final result just yet.


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Aaron Back

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Aaron Back (Bearded Analyst), Chief Content Officer for Acceleration Economy, focuses on empowering individuals and organizations with the information they need to make crucial decisions. He surfaces practical insights through podcasts, news desk interviews, analysis reports, and more to equip you with what you need to #competefast in the acceleration economy. | 🎧 Love listening to podcasts wherever you go? Then check out my "Back @ IT" podcast and listen wherever you get your podcasts delivered: https://back-at-it.simplecast.com #wdfa

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