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Josh Phillips Charlie Rogers Abstract This technical report examines the development and implementation of C3PAI, an artificial intelligence system designed to address knowledge management challenges associated with the Cybersecurity Maturity Model Certification (CMMC) framework. The study explores the integration…
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Leading by Example: How Leadership and a Culture of Innovation Propel Our Company Forward
When the only constant we can rely on is change, what sets a company apart is the ability to not just respond to but anticipate and drive change. At CohesionForce, a small yet incredibly dedicated team, our leadership and our…
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Working with Vector Databases: Weaviate
Background Information Vector databases are specialized systems designed to store and query high-dimensional vectors, typically representing complex data like text, images, or audio. They excel at similarity searches, making them useful for applications in natural language processing, recommendation systems, and…
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Understanding AI Alignment: Safe and Beneficial AI for Federal Programs
Ensuring AI alignment is crucial to prevent unintended consequences and leverage AI’s full potential. Alignment means that AI systems’ goals and behaviors are consistent with human values, mission objectives, and ethical standards.
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LLM Security
Large Language Models (LLMs) present various security vulnerabilities, including prompt injection, insecure output handling, sensitive information disclosure, and overreliance on generated content. This blog outlines these risks and offers strategies to mitigate them, ensuring safer AI applications in today’s technology…
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Choosing the Right Tools for NLP Applications
Natural Language Processing (NLP) is crucial for modern AI applications, enhancing tools like virtual assistants, chatbots, and translation services. This blog post explores various NLP techniques, from traditional rule-based systems and feature engineering to advanced large language models (LLMs) and…
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GraphRAG: Enhancing Retrieval-Augmented Generation with LLM-Generated Knowledge Graphs
Discover GraphRAG, a cutting-edge approach that revolutionizes Retrieval-Augmented Generation (RAG) by leveraging LLM-generated knowledge graphs. Learn how GraphRAG outperforms traditional RAG methods in comprehensiveness and diversity, enabling users to ask complex, multi-hop questions and receive high-quality, nuanced answers. Explore the…
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Building Operational Resilience in Uncertain Times
Discover effective strategies to enhance operational resilience with our comprehensive guide. Learn how diversifying supply chains, investing in technology, and fostering a robust corporate culture can help your business thrive in uncertain times. This article explores practical steps for building…
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The Forces That Shape Innovation in Artificial Intelligence
Technological innovation is rooted in the cultural, economic, and geopolitical contexts of its time. This blog post explores how these factors critically influence the trajectory of technological advancements, particularly in the field of Artificial Intelligence (AI). As AI technology advances…
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Mastering Challenges with the PISB Framework: A Comprehensive Guide to Problem/Impact Solution/Benefit
The relationship between defining the problem and understanding its impact is fundamental in the PISB framework. This dynamic is about identifying not just the immediate issue but understanding the broader implications it holds for all stakeholders. By accurately defining the…
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