by Jule | Jun 12, 2024 | AI, Security
As organisations increasingly adopt hybrid environments, blending on-premises infrastructure with cloud platforms, traditional Security Incident and Event Management (SIEM) systems often struggle to keep pace. Cloud-native SIEM solutions are emerging as a vital tool...
by Jule | Jun 4, 2024 | AI, AI safety framework, Artificial Intelligence, Ethics, Safety framework
The paper “Towards Guaranteed Safe AI: A Framework for Ensuring Robust and Reliable AI Systems” introduces a family of approaches to AI safety, termed “Guaranteed Safe (GS) AI.” These approaches aim to provide high-assurance quantitative...
by Jule | May 18, 2024 | AI, Algorithms, Artificial Intelligence, Machine Learning
In this post, we’ll explore four main types of machine learning: supervised learning, unsupervised learning, reinforcement learning, and deep learning. Each category includes various algorithms suited to solving specific types of problems. Supervised Learning...
by Jule | May 6, 2024 | AI, AI Auditing, AI safety framework, Auditing
Implement Comprehensive Logging and Monitoring Set up detailed logging of all interactions with the LLM, including input prompts, generated outputs, and user access. Use advanced monitoring tools to track data flows and detect any unusual patterns or potential...
by Jule | Apr 18, 2024 | AI, Artificial Intelligence, Software Development
MLOps, or Machine Learning Operations, is an emerging engineering discipline that combines machine learning (ML), DevOps, and data engineering to deploy and maintain ML systems in production reliably and efficiently. Here’s a summary of the key concepts and practices...
by Jule | Mar 19, 2024 | AI, AI safety framework, Artificial Intelligence, Generative AI, Safety framework, Security
Implementing private Large Language Models (LLMs) presents several challenges for companies, but there are strategies to address them: Data Privacy and Security Challenges Lack of Built-in Governance: Private LLMs often lack robust built-in mechanisms for detailed...
