Why LLMs Aren’t a One Size Fits All Solution for Enterprises | Towards Data Science
Large Language Models Why LLMs Aren’t a One-Size-Fits-All Solution for Enterprises What LLMs are (and aren’t) optimized for, and how the industry is approaching AI over structured business datasets — including one approach developed by my team and me. Jure Leskovec Nov 18, 2025 10 min read Share image by author Executives everywhere are racing to use LLMs, but often for tasks they aren’t well-suited to.
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Host A Welcome back to Exploring Next! Today we're looking at Why LLMs Aren’t a One-Size-Fits-All Solution for Enterprises | Towards Data Science.
Host B Yeah, this one caught our eye because Large Language Models Why LLMs Aren’t a One-Size-Fits-All Solution for Enterprises What LLMs are (and aren’t) optimized for, and how the industry is approaching AI over structured business datasets — including one approach developed by my team and me.
Host A So the big idea is Jure Leskovec Nov 18, 2025 10 min read Share image by author Executives everywhere are racing to use LLMs, but often for tasks they aren’t well-suited to.
Host B What stood out to me is In fact, according to recent research by MIT, 95% of GenAI pilots fail — they’re getting zero return.
Host A If you're curious, give the original a read: https://towardsdatascience.com/why-llms-arent-a-one-size-fits-all-solution-for-enterprises/.
Host B And let us know what you try next!