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In January 2021, a security issue termed “Prompt Injection” was brought to OpenAI’s attention by Mantium. Since then, numerous posts have surfaced online explaining methods to “jailbreak” or “trick” Language Learning Models (LLMs) into producing outputs diverging from the original intentions of the system creators. Prompt injection can be mitigated…

The Securities and Exchange Commission (SEC) recently announced new rules on July 26, 2023, mandating that public companies report any significant cybersecurity incidents they experience. This landmark change aims to increase transparency for investors, necessitating a new level of scrutiny and consistency in the handling of cybersecurity incidents. With the…

Introduction As we continue to navigate the vast landscape of technological evolution, one particular development is making a significant impact on how we store, analyze, and interpret high-dimensional data – Vector databases (VectorDBs). These databases, designed to manage vector data efficiently, offer a unique approach to handling complex structures like…

This article discusses the challenges of navigating technical documentation and the limitations of using ChatGPT. It introduces Mantium’s data integration platform that enhances the accuracy and relevance of responses by importing and transforming data from sources like Readme.io, improving the technical documentation experience and developer education. Mantium makes it easy…

Image generated with Adobe Firefly In this article, we explore the limitations of ChatGPT and how Mantium’s data source connectors overcome these challenges. ChatGPT faces issues with data access and handling domain-specific queries. Mantium’s connectors integrate various platforms and file types, enabling ChatGPT to access real-time data from sources like…

Summary Ryan Sevey, Mantium’s CEO & Co-founder, wrote an article that discusses challenges and solutions related to integrating user data into generative AI models, specifically focusing on platforms like OpenAI and Anthropic. It highlights potential security risks such as unsecured data storage, inadequate access controls, insufficient encryption, and absence of…

Overcoming ChatGPT Limitations with ChatGPT Plugins & Mantium This article explores how ChatGPT plugins, particularly through the use of Mantium, enhance the AI’s functionality by overcoming its inherent limitations, such as knowledge cutoffs, lack of real-time data access, and personalization, thereby enhancing its versatility and value in diverse applications. Mantium…

Summary Ryan Sevey, Mantium’s CEO & Co-founder, wrote a reaction piece to Anthropic’s announcement of a 100K context window. AI language models, such as ChatGPT, function as conversational partners, encouraging iterative interaction that enables users to refine outputs. However, while the prospect of larger context windows is intriguing, it’s crucial…

Overview Ryan Sevey, Mantium’s CEO & Co-founder, wrote an article on Medium about how plugins will transform AI. OpenAI plugins, such as Retriever plugins, have revolutionized the functionality of AI systems, enabling a wider range of tasks and unlocking immense potential. The ability to chain multiple knowledge sources together exemplifies…