Security News > 2024 > January > LLM hype fades as enterprises embrace targeted AI models

The failure of LLMs to live up to their hype will be the story of 2024, as generic models become relegated to consumer-centric applications and enterprise users turn to smaller, more targeted AI models, purpose-built to meet their business needs.

Recognizing the value of the data they hold, companies will seek to secure it by taking a "Hybrid cloud by design" approach, rather than "Hybrid cloud by default." Ultimately, data protection will emerge as a key pillar in a successful AI strategy, and companies will move towards prioritizing AI solutions that are trustworthy and responsible.

Beyond internal data troves, companies in 2024 will begin using AI Models to proactively analyze external sources, like Reddit, in order to gauge customer, employee and the general public sentiment.

The push toward AI that drives value for enterprises will force companies to pursue hybrid strategies - the coexistence of open-source, closed-source and custom targeted language models trained on very specific internal data sets for very specific use cases.

As businesses get a handle on managing their data and using it to train AI models, they must also consider what they will do with the results AI provides.

This is where targeted AI models shine, with performance metrics from these models providing over 85% fewer false negatives and false positives when tested against LLM competitors.

News URL

https://www.helpnetsecurity.com/2024/01/12/ai-enterprise-value/