Who Is On The AI Team?

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Kathleen Walch is Managing Partner & Principal Analyst at AI Focused Research and Advisory firm Cognilytica (http://cognilytica.com), a leading analyst firm focused on application and use of artificial intelligence (AI) in both the public and private sectors.

It seems that nowadays everyone is becoming an “AI expert” because they have done some prompt engineering or played around with AI tools that help them create music. Everyone now considers themselves to be an AI developer. However, not too long ago, the world of AI users and AI developers and engineers were very different.explored this topic of the evolving AI team. Before LLMs became all the rage, the world of AI users and AI developers and engineers really were very different.

Hundreds of Russian Troops Gathered Out In The Open. They Didn’t Know The Ukrainians Had Aimed Four ATACMS Rockets At Them.Just as spreadsheets democratized casual quantitative analysis, so too is Generative AI democratizing casual natural language processing and image generation and analysis tasks. The vast majority of Generative AI users are so-called “citizen AI developers” in much the same way that no-code and low-code users have been empowered as “citizen developers”.

Take autonomous vehicles, for example. You can't use large language models to make a vehicle move from point A to point B. So these traditional teams for AI project development are still needed. And these teams consist of data scientists, machine learning engineers, data engineers, operationalization teams as well. So when you're actually putting your AI into the real world, we need to be able to have teams that can go ahead and actually do that.

Source: Tech Daily Report (techdailyreport.net)

Generative AI Genai Llms AI Team Data Scientist Data Engineer Citizen Developer Project Managers Machine Learning Engineers

 

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