Kumo Surfaces Structured Data Patterns Generative AI Misses

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One of the dirty little secrets about large language models (LLMs) is that they can’t easily interpret structured information captured in data warehouses and databases (or even CSV files, really).

Yes, all that work to create schemas and structured datasets to reflect the business processes — all for naught, when it comes to powering an LLM at any rate.

Now Kumo, a San Francisco startup, is moving beyond the LLMs to offer greater discoverability in structured and semi-structured data, the mainstay of the enterprise.

The company has…



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Kumo Surfaces Structured Data Patterns Generative AI Misses


One of the dirty little secrets about large language models (LLMs) is that they can’t easily interpret structured information captured in data warehouses and databases (or even CSV files, really).

Yes, all that work to create schemas and structured datasets to reflect the business processes — all for naught, when it comes to powering an LLM at any rate.

Now Kumo, a San Francisco startup, is moving beyond the LLMs to offer greater discoverability in structured and semi-structured data, the mainstay of the enterprise.

The company has…



Source link

Disclaimer

We strive to uphold the highest ethical standards in all of our reporting and coverage. We StartupNews.fyi want to be transparent with our readers about any potential conflicts of interest that may arise in our work. It’s possible that some of the investors we feature may have connections to other businesses, including competitors or companies we write about. However, we want to assure our readers that this will not have any impact on the integrity or impartiality of our reporting. We are committed to delivering accurate, unbiased news and information to our audience, and we will continue to uphold our ethics and principles in all of our work. Thank you for your trust and support.

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