Databricks: Signal to MBAs and Data Wranglers That Is Tough to Ignore
June 29, 2023
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Note: This essay is the work of a real and still-alive dinobaby. No smart software involved, just a dumb humanoid.
Do you remember the black and white pictures of the Pullman riots? No, okay. Steel worker strikes in Pittsburgh? No. Scuffling outside of Detroit auto plants? No. Those images may be helpful to get a sense of what newly disenfranchised MBAs and data wranglers will be doing in the weeks and months ahead.
“Databricks Revolutionizes Business Data Analysis with AI Assistant” explains that the Databricks smart software
interprets the query, retrieves the relevant data, reads and analyzes it, and produces meaningful answers. This groundbreaking approach eliminates the need for specialized technical knowledge, democratizing data analysis and making it accessible to a wider range of users within an organization. One of the key advantages of Databricks’ AI assistant is its ability to be trained on a company’s own data. Unlike generic AI systems that rely on data from the internet, LakehouseIQ quickly adapts to the specific nuances of a company’s operations, such as fiscal year dates and industry-specific jargon. By training the AI on the customer’s specific data, Databricks ensures that the system truly understands the domain in which it operates.
MidJourney has delivered an interesting image (completely original, of course) depicting angry MBAs and data wranglers massing in Midtown and preparing to storm one of the quasi monopolies which care about their users, employees, the environment, and bunny rabbits. Will these professionals react like those in other management-labor dust ups?
Databricks appears to be one of the outfits applying smart software to reduce or eliminate professional white collar work done by those who buy $7 lattes, wear designer T shirts, and don wonky sneakers for important professional meetings.
The DEO of Databricks (a data management and analytics firm) says:
By training their AI assistant on the customer’s specific data, Databricks ensures that it comprehends the jargon and intricacies of the customer’s industry, leading to more accurate and insightful analysis.
My interpretation of the article is simple: If the Databricks’ system works, the MBA and data wranglers will be out of a job. Furthermore, my view is that if systems like Databricks works as advertised, the shift from expensive and unreliable humans will not be gradual. Think phase change. One moment you have a solid and then you have plasma. Hot plasma can vaporize organic compounds in some circumstances. Maybe MBAs and data wranglers are impervious? On the other hand, maybe not.
Stephen E Arnold, June 29, 2023
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