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


With hundreds of tech corporations dashing to undertake or combine AI, we’re lastly seeing AI-enabled merchandise corresponding to “Copilots” getting into the fray.

2023 is marked because the 12 months massive 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?

In fact, all of that is principally enabled by massive transformer fashions which, whereas having been round for awhile, by no means skyrocketed into industrial reputation till OpenAI launched GPT3 again in June 2020. In fact, 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 completely different pictures of studying) has improved. AI-based merchandise have been maybe method too costly to run a couple of years again, as a result of 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 identify encompassing the industrial AI surge, and can quickly turn out to be much more mainstream than common chatbots.

1. AI-based Copilots will turn out to be a saturated market, and a “Copilot” will emerge for many industrial and private use circumstances.

If there’s a marketplace for it, there can be a Copilot. And that’s hardly a joke.

Microsoft has already embraced this concept with it’s M365 Copilot that serves all subscribed customers of their M365 suite of merchandise, together with…

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