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What LinkedIn learned leveraging LLMs for its billion users

CIO

So, among LinkedIn’s first lessons was the importance of tuning LLMs to audience expectations — and helping the LLMs understand how to be perhaps not human, but at least humane with its responses. As an example, Bottaro referenced the part of the system designed to understand intent. How do you agree what is good and bad?

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Cybersecurity Snapshot: Insights on Hive Ransomware, Supply Chain Security, Risk Metrics, Cloud Security

Tenable

Get the latest on the Hive RaaS threat; the importance of metrics and risk analysis; cloud security’s top threats; supply chain security advice for software buyers; and more! . But to truly map cybersecurity efforts to business objectives, you’ll need what CompTIA calls “an organizational risk approach to metrics.”.

Metrics 52
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Testing the Question Answering Capabilities of Large Language Models

John Snow Labs

Furthermore, we’ll perform robustness testing for Large Language Models and evaluate them using various evaluation metrics, including Embedding Distance Metrics, String Distance Metrics, and QAEvalChain approach inspired by the LangChain library. Consider a QA system designed to provide medical advice.

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Empathetic Technology: The Future of Workplace DE&I?

Hacker Earth Developers Blog

This term covers the use of any tech-based tools or systems designed to understand and respond to human emotions. The kinds of things that count as empathetic technology include: Wearables that use physical metrics to determine a person’s mood. Customer service chatbots.

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Build a contextual text and image search engine for product recommendations using Amazon Bedrock and Amazon OpenSearch Serverless

AWS Machine Learning - AI

Search engines and recommendation systems powered by generative AI can improve the product search experience exponentially by understanding natural language queries and returning more accurate results. Amazon OpenSearch Service now supports the cosine similarity metric for k-NN indexes.

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Patient Portal Software: How to Build a Platform that Engages

Altexsoft

This is the core task that ensures that patients find value in the tool and know how to use it. How to engage patient portal users. Studies show that many ( 37 percent of respondents) often don’t see how using a portal can improve existing care. Adopt UX metrics. Here’s how to bridge those gaps.

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Bringing an AI Product to Market

O'Reilly Media - Ideas

The first step in building an AI solution is identifying the problem you want to solve, which includes defining the metrics that will demonstrate whether you’ve succeeded. It sounds simplistic to state that AI product managers should develop and ship products that improve metrics the business cares about. Agreeing on metrics.

Marketing 145