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The AI continuum

CIO Business Intelligence

Classical machine learning: Patterns, predictions, and decisions Classical machine learning is the proven backbone of pattern recognition, business intelligence, and rules-based decision-making; it produces explainable results. Fortunately, most organizations can build on publicly available proprietary or open-source models.

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4 ways CISOs can manage AI use in the enterprise

CIO Business Intelligence

But conversely, trying to prohibit the use of and blocking of AI at the firewall would be akin to being considered a Luddite from the Stone Age – you simply cannot prevent access to AI and be a player in the 21 st century. Another method to achieve this is to download the open-source LLMs and use them locally.

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Per i leader IT, l’operatività dell’intelligenza artificiale generativa è ancora un obiettivo in divenire

CIO Business Intelligence

Il numero di modelli gratuiti e open-source continua a proliferare, così come i modelli specifici per ogni settore, preaddestrati, per esempio, per la finanza, la medicina o la scienza dei materiali. Un altro strumento utilizzato dalla sua azienda è Arthur Shield di Arthur AI, un firewall per gli LLM.

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3 principles for regulatory-grade large language model application

CIO Business Intelligence

This level of explainability will help build trust between users and the artificial intelligence (AI) system, ultimately leading to better outcomes. To achieve this, the tests themselves should be public, human-readable, executable using open-source software, and independently verifiable.

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For IT leaders, operationalized gen AI is still a moving target

CIO Business Intelligence

The number of free, open-source models continues to proliferate, as well as industry-specific models, which are pre-trained on, say, finance, medicine or material science. And for some use cases, an expensive, high-end commercial LLM might not be required since a locally-hosted open source model might suffice.