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AI agents, but no real data

@kylercheatham

24.5K followers · usually 5.3K views a post

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26.3K

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2.2K

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140

Why it worked

The video likely resonated because it addresses a common concern about AI implementation: the gap between theoretical capabilities and practical application, especially when data is insufficient. The speaker's direct and slightly critical tone towards the "Oracle system" and the concept of AI replacing humans with guesswork likely struck a chord with viewers interested in the nuances of AI adoption.

Summary

The speaker discusses the limitations of AI agents when they lack real data, using the example of an "Oracle system." They explain that AI agents learn from existing patterns and cannot function effectively if the necessary data is absent, contrasting this with the idea of replacing human agents with AI that relies on guesswork.

Structure

1Speaker discusses AI agents and their reliance on data.
2An anecdote about an "Oracle system" and its AI agents is shared.
3The speaker explains that AI agents learn from existing data and cannot function without it.
4The speaker questions the idea of replacing human agents with AI that relies on guesswork.
5The speaker concludes that AI agents cannot run on non-existent data.

Product placement

Oracle System: ACTS - The system's functionalities are being discussed in relation to AI agents. Removing the mention would change the context of the discussion about AI agent capabilities. (This is a substrate, not the promoted product).

On-screen text

AI agents, but no real data Exec I WAS TALKING LEADERSHIP AT THE CATALINA WINE MIXER AND THEY ACTUALLY SAID THAT THEIR IN OUR SYSTEM AND COULD HANDLE CALLS AND VOLUME. GO AHEAD AND. THIS QUICKLY, AS HUGE COST SAVINGS. IT THE SYSTEM THAT CAN'T CONSISTENTLY IDENTIFY WHY CUSTOMERS ARE CALLING TODAY? IT YOU WANT AI TO RESOLVE THAT? IT BE WRONG FASTER. IT I BROUGHT THAT NO WORRIES. THEY SAID THAT THAT'S THE POINT, AGENTS WILL LEARN AND IMPROVE THE ROUTING, IT CARE OF ITSELF. IT I MEAN, THAT, POSSIBLE DOWN THE ROAD, BUT THEY ONLY THAT EXIST TODAY, THERE AREN'T ANY. IT LIKE TRAINING A DRIVER ON ROADS THAT DON'T CONNECT. IT I DON'T THINK UNDERSTAND THE CAPABILITIES HERE, OKAY? THE AGENTS ARE BUILT TO OPTIMIZE THIS ROUTING OVER TIME. IT WELL, UNFORTUNATELY, WE HAVE A DEEP AND TRAUMATIC UNDERSTANDING OF THE FUNCTIONALITIES OF OUR ORACLE SYSTEM, IT MOSTLY AGAINST OUR BUT WHAT I'M SAYING IS THE AGENTS CAN'T RUN ON DATA THAT DOESN'T EXIST. IT SEE, THAT'S EXACTLY WHAT YOU GUYS THE AGENTS FILL THEY GENERATE WHAT'S THAT'S THE WHOLE. ENTIRE POINT. WE DON'T NEED AS MANY PEOPLE, SO. IT SO YOU WANNA FIRE PEOPLE AND REPLACE THEM WITH GUESSES? IT REPLACE THEM WITH GUESSES? IT HOPE LEGAL'S READY