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Midjourney depiction of finetuning LLMs for accuracy

Fine-tuning Large Language Models for AI Accuracy and Effectiveness

We need more than just artificial intelligence. We need virtual experts that are accurate, authoritative, and effective. It’s not enough to deploy AI technologies to answer customer service questions, assist a doctor’s medical diagnosis, identify a negotiator’s key clauses in a contract, provide...

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What Is Semantic Search and How Can It Help Your Company?

Semantic search goes far beyond the words that people use in their searches, to interpret the intent behind the words, and the greater context in which people are asking. Traditional lexical or keyword-based technologies cannot accomplish this. The relevance and actionability of information that...

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A Midjourney depiction of what jobs will AI replace in insurance and risk

What Jobs Will AI Replace?

Artificial intelligence (AI) is transforming the way businesses operate across various industries, but the question remains: What jobs will AI replace? Where will AI  provide new opportunities and challenges? Which industries will experience the most disruption? In this comprehensive discussion,...

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Midjourney depiction of an LLM receiving inputs

The Influence of LLM Inputs on Outputs

Large language models analyze datasets to derive patterns and rules as a method of learning and replicating human intelligence. As you can probably guess, the dataset used in a model can dramatically alter its understanding. We’ve used a number of analogies to explain the significance of this, but it boils down to the same principle: the inputs in LLMs greatly influence the outputs.

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Practical ETL Strategies to Refine AI Models and Decision Making: image 1

What is an LLM? And How Humans Shape Their Knowledge

Large language models are a type of artificial intelligence (AI) infrastructure used to generate human-like text-based content based on the input they receive.

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