The AI-Enabled Trusted Research Environment
By: Manifold View more from Manifold >>
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Dive deep into AI with data-fitness
By: Hitachi Pentaho
Type: eBook
In the AI era, the perils of subpar data quality are becoming clear to businesses. The principle of garbage-in, garbage-out is increasingly critical. This e-book delves into securing AI-grade data fitness to prevent inaccurate AI predictions, biased results, and reduced performance.
Key topics include:
- Five pillars of data fitness: strength, precision, agility, efficiency, and speed
- Risks of AI deployment without solid data management: security issues, compliance threats, and squandered resources
- Case studies of AI projects at leading firms hindered by poor data quality
- And more
Read the full e-book now to discover how you can craft a robust data management strategy for AI.
These are also closely related to: "The AI-Enabled Trusted Research Environment"
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Guidelines For Secure Development And Deployment Of AI Systems
By: Kaspersky
Type: eBook
As AI adoption accelerates, organizations must prioritize cybersecurity to mitigate emerging risks. This guide outlines the evolving AI threat landscape, including model vulnerabilities, adversarial attacks, and traditional security weaknesses.
Guidelines for securing AI systems include:
• Cybersecurity awareness and training
• Threat modeling and risk assessment
• Robust infrastructure security, especially in cloud environments
• Supply chain integrity and data protectionAdopt a security-first approach to AI.
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How do we get started using LLMs? This guide lights the way
By: DataBricks
Type: eBook
Generative AI is taking the world by storm. However, one of the first challenges organizations face in deploying large language models (LLMs) is how to make LLMs understand their proprietary enterprise data. Retrieval augmented generation (RAG) is the leading technique for enhancing LLMs with enterprise data. For example, to ensure chatbots that are powered by LLMs are responding with accurate, relevant responses, companies use RAG to give LLMs domain-specific knowledge drawn from user manuals or support documents.
This compact guide to RAG will explain how to build a generative AI application using LLMs that have been augmented with enterprise data.
By registering, I agree to the processing of my personal data by Databricks in accordance with their Privacy Policy. I can update my preferences at any time.
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99 AI Problems But Data-Fitness Ain't One
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Unlocking Enterprise AI: Opportunities and Strategies
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