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How to Use Generative AI for Knowledge Management

Ivanti

In the blog “ How Generative AI Can Benefit Knowledge Management ”, we looked at the benefits of AI to knowledge management to enhance the quality, automating the creation of content and enabling more engaging content. Now, it’s time to look at how we can make it work well together.

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Four things that matter in the AI hype cycle

CIO

It’s been almost one year since a new breed of artificial intelligence took the world by storm. The capabilities of these new generative AI tools, most of which are powered by large language models (LLM), forced every company and employee to rethink how they work. Artificial Intelligence

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Vitech uses Amazon Bedrock to revolutionize information access with AI-powered chatbot

AWS Machine Learning - AI

In this blog, we walkthrough the architectural components, evaluation criteria for the components selected by Vitech and the process flow of user interaction within VitechIQ. The VitechIQ user experience can be split into two process flows: document repository, and knowledge retrieval.

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Cybersecurity Snapshot: Cyber Pros Say How AI Is Changing Their Work, While the FBI Reports Ransomware Hit Critical Infrastructure Hard in 2023

Tenable

Plus, a survey shows how artificial intelligence is impacting cybersecurity jobs. That’s according to ISC2’s survey “AI in Cyber 2024: Is the Cybersecurity Profession Ready?” More than 40% of ransomware attacks last year impacted critical infrastructure. Meanwhile, MITRE updated a database about insider threats. And much more!

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Implementing Knowledge Bases for Amazon Bedrock in support of GDPR (right to be forgotten) requests

AWS Machine Learning - AI

Amazon Bedrock is a fully managed service that makes foundational models (FMs) from leading artificial intelligence (AI) companies and Amazon available through an API, so you can choose from a wide range of FMs to find the model that’s best suited for your use case. The following diagram depicts a high-level RAG architecture.

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Cybersecurity Snapshot: Latest MITRE ATT&CK Update Offers Security Insights on GenAI, Identity, Cloud and CI/CD

Tenable

Check out what’s new in Version 15 of the MITRE ATT&CK knowledge base of adversary tactics, techniques and procedures. In addition, why AI cyberthreats aren’t impacting CISOs’ budgets. 1 - New version of MITRE ATT&CK adds guidance on generative AI, cloud threats Information about malicious use of generative AI tools.

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Incorporate offline and online human – machine workflows into your generative AI applications on AWS

AWS Machine Learning - AI

Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. An important aspect of developing effective generative AI application is Reinforcement Learning from Human Feedback (RLHF).