Article

November 7, 2024

80% of the information we generate becomes ‘dark data.’ This is how to bring it to light.

Dark data exists in huge quantities, and is not processed or understood at scale. AI offers revolutionary ways to analyze it.

In this article, Vero AI CEO Eric Sydell compares the concept of dark matter in the universe to “dark data” in the world of business intelligence and analytics. Eric explains that about 80% of information generated is unstructured and difficult to analyze using traditional methods, similar to how dark matter is invisible yet influential in the cosmos. The article highlights how generative AI and large language models (LLMs) are now enabling scientists to examine this previously inaccessible dark data, unlocking new insights and analytical capabilities. This technological advancement presents a significant opportunity for early AI adopters to gain a competitive advantage in various fields, including legal research and qualitative data analysis.

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Cofounder and CEO

Eric Sydell, PhD

The VIOLET Impact ModelTM

The VIOLET Impact ModelTM, a holistic framework that provides a comprehensive and objective view of the impact of algorithms and complex systems.

Visibility

The degree to which affected individuals are aware of how algorithms are being used.

Integrity

Whether the algorithm does good and whether it is fair to all classes.

Optimization

How well the algorithm was built.

Legislative Preparedness

How well the algorithm and surrounding systems are prepared to meet the requirements of current and upcoming legislation.

Effectiveness

How well the algorithm works.

Transparency

How clearly understood the algorithm and its uses are internally.

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