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 | 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...
by Jule | Dec 29, 2023 | AI, AI safety framework, Artificial Intelligence, Generative AI, Safety framework, Security
Implement Strict Data Policies Create clear guidelines on what types of data can and cannot be input into AI tools. Prohibit sharing of confidential information, personally identifiable information (PII), intellectual property, and other sensitive data. Develop...
by Jule | Dec 28, 2023 | AI, AI safety framework, Artificial Intelligence, Generative AI, Safety framework, Security
Implement Strict Data Policies Create clear guidelines on what types of data can and cannot be input into AI tools. Prohibit sharing of confidential information, personally identifiable information (PII), intellectual property, and other sensitive data. Develop...
