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Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

For example, consider a text summarization AI assistant intended for academic research and literature review. For instance, consider an AI-driven legal document analysis system designed for businesses of varying sizes, offering two primary subscription tiers: Basic and Pro. This is illustrated in the following figure.

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Beyond Negation Detection: Comprehensive Assertion Detection Models for Clinical NLP

John Snow Labs

NegEx , a rule-based system, detects negation in clinical text by identifying predefined linguistic patterns. Due to data-sharing restrictions, we obfuscated the dataset using John Snow Labs Healthcare NLP tools before running evaluations. While effective for simple negation, it lacks flexibility for more nuanced assertion types.

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20 influential women in software development

Apiumhub

In this book she shares essential skills of a master explorer, including how to analyze software to discover key points of vulnerability, how to design experiments on the fly, how to hone your observation skills, and how to focus your efforts. LinkedIn. . 2 – Mala Gupta. 4 – Lisa Crispin. 16 – Tanya Reilly.

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10 most in-demand generative AI skills

CIO

Understanding how to leverage ChatGPT in the workplace has quickly become an increasingly valuable skill that companies are interested in capitalizing on to achieve business goals. However, the Midjourney research lab claims it wants to work with artists, and serve as a tool to help them create content easier.

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Critical Vulnerability Found, Exploited, Patched in Internet Explorer

CTOvision

The vulnerability presents a particular threat to PC owners who still use Windows XP, as Microsoft stopped providing technical support for the old operating system in April. But patching systems requires actions. How to beat hackers exploiting the latest IE zero-day bug (networkworld.com). Did you patch them?

Internet 101
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5 Best Practices to Set You Up for Remote Operations Success

PowerSchool

Instructional changes due to revised standards or courses being unable to proceed as normal will need to be considered, as will other school- and subject-level considerations. Keep data and systems secure. Analyze your course catalog and make any necessary revisions for online or socially distanced learning.

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Information extraction with LLMs using Amazon SageMaker JumpStart

AWS Machine Learning - AI

This is often achieved through the inclusion of human review, because no automated approach is entirely foolproof. The prompt consists of multiple parts: the report_sample , which includes the text that you want to identify and mask the PII data within, and instructions (or guidance) passed on to the model as the system message.