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Step by Step: Building a RAG Chatbot with Minor Hallucinations
11 min

Step by Step: Building a RAG Chatbot with Minor Hallucinations

In the rapidly evolving landscape of artificial intelligence, Retrieval Augmented Generation (RAG) has emerged as a groundbreaking technique that enhances generative AI models with powerful information…

10 Steps to Safeguard LLMs in Your Organization
13 min

10 Steps to Safeguard LLMs in Your Organization

As organizations rapidly adopt Large Language Models (LLMs), the security landscape has evolved into a complex web of challenges that demand immediate attention. Microsoft’s 38TB data…

The Security Risks of Using LLMs in Enterprise Applications
9 min

The Security Risks of Using LLMs in Enterprise Applications

Large language models (LLMs) are rapidly reshaping enterprise systems across industries, enhancing efficiency in everything from customer service to content generation. However, the capabilities that make…

The Risks of Overreliance on Large Language Models (LLMs)
11 min

The Risks of Overreliance on Large Language Models (LLMs)

The rapid adoption of Large Language Models (LLMs) has transformed the technological landscape, with 80% of organizations now regularly employing these systems. While LLMs offer unprecedented…

LLM Information Disclosure: Prevention and Mitigation Strategies
15 min

LLM Information Disclosure: Prevention and Mitigation Strategies

The rapid rise of Generative AI (GenAI) has been nothing short of phenomenal. ChatGPT, the flagship of popular GenAI applications, amassed an impressive 100 million active…

Understanding Excessive Agency in LLMs: Implications and Solutions
11 min

Understanding Excessive Agency in LLMs: Implications and Solutions

Imagine an AI assistant that answers your questions and starts making unauthorized bank transfers or sending emails without your consent. This scenario illustrates how Excessive Agency…

What is Insecure Plugin Design in Large Language Models?
11 min

What is Insecure Plugin Design in Large Language Models?

Imagine if your AI assistant leaked sensitive company data to competitors. In March 2024, researchers at Salt Security uncovered critical vulnerabilities in ChatGPT plugins that could…

LLM’s Insecure Output Handling: Best Practices and Prevention
10 min

LLM’s Insecure Output Handling: Best Practices and Prevention

Insecure Output Handling in Large Language Models (LLMs) is a critical vulnerability identified in the OWASP Top 10 for LLM Applications. This issue arises from insufficient…

Build vs Buy: How to Choose the Right Path for Your GenAI App’s Guardrails
7 min

Build vs Buy: How to Choose the Right Path for Your GenAI App’s Guardrails

In May 2023, Samsung employees unintentionally disclosed confidential source code by inputting it into ChatGPT, resulting in a company-wide ban on generative AI tools. This event…

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