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HomeProduct ManagementThe Age of AI-Primarily based Copilots Has Arrived — However What Does...

The Age of AI-Primarily based Copilots Has Arrived — However What Does This Imply for The Future? | by Kasey Fu | Dec, 2023


With 1000’s of tech corporations speeding to undertake or combine AI, we’re lastly seeing AI-enabled merchandise comparable to “Copilots” getting into the fray.

Based on varied reviews, synthetic intelligence (AI) copilots are technological developments designed to help anybody with a myriad of duties. Whether or not it’s that can assist you reply questions submitted by your shoppers or stakeholders, or that can assist you draft vital emails, paperwork, and craft different supplies — AI copilots are right here to assist lengthen past what has been beforehand humanly potential.

In different phrases — AI copilots are designed to enhance your productiveness and experiences in digital areas.

2023 is marked because the 12 months large tech has dived into the ability of LLM-based digital assistants designed to expedite person productiveness. However how did the age of AI-enabled merchandise like Copilots arrive, and the place can we see them going sooner or later?

After all, all of that is largely enabled by massive transformer fashions which, whereas having been round for awhile, by no means skyrocketed into industrial recognition till OpenAI launched GPT3 again in June 2020. After all, throughout that related timeframe was when GitHub started growth of GitHub Copilot.

However why didn’t they begin constructing again in 2018, when OpenAI first launched GPT 1?

Beginning with each transformer mannequin that OpenAI (and different analysis groups) launched since 2018, the compute value has drastically gone down whereas efficiency (all totally different photographs of studying) has improved.

AI-based merchandise have been maybe means too costly to run just a few years again, resulting from each restricted GPU (Graphics processing unit) assets and the absurd quantity of processing energy wanted for only one computation (immediate and response).

However quick ahead to early 2024, and that has all modified. Copilots have turn out to be a dominant product title encompassing the industrial AI surge, and can quickly turn out to be much more mainstream than common…

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