processes
Artificial Intelligence
How AI is interacting with our creative human processes
The rapid proliferation of AI in our lives introduces recent challenges around authorship, authenticity, and ethics in work and art. However it also offers a very human problem in narrative: How can we...
Artificial Intelligence
Hallucination Control: Advantages and Risks of Deploying LLMs as A part of Security Processes
Large Language Models (LLMs) trained on vast quantities of information could make security operations teams smarter. LLMs provide in-line suggestions and guidance on response, audits, posture management, and more. Most security teams are experimenting...
Artificial Intelligence
Gaussian Processes from Scratch
Gain a deeper understanding of Gaussian processes by implementing them with only NumPy.Gaussian Processes (GPs) are an incredible class of models. There are only a few Machine Learning algorithms that offer you an accurate...
Artificial Intelligence
Empowering Efficient BO Transfer with Neural Acquisition Process (NAP) General Objectives & Results: From Bayesian Optimisation to Meta-Bayesian Optimisation: Neural Acquisition Processes (NAP): Cool Properties:
Our primary objective is to reinforce the effectiveness of Bayesian Optimisation (BO) by leveraging meta-learning to transfer knowledge across different problem domains, thereby significantly improving sample efficiency.In pursuit of this goal, we introduce the...
Artificial Intelligence
Empowering Efficient BO Transfer with Neural Acquisition Process (NAP) General Objectives & Results: From Bayesian Optimisation to Meta-Bayesian Optimisation: Neural Acquisition Processes (NAP): Cool Properties:
Our primary objective is to boost the effectiveness of Bayesian Optimisation (BO) by leveraging meta-learning to transfer knowledge across different problem domains, thereby significantly improving sample efficiency.In pursuit of this goal, we introduce the...
Artificial Intelligence
A Recent Way: Wildlands App and Counting Sticks The state of the world Current fuel estimation processes when using Photoloading The Photoload App The chances The subsequent steps
How the AI2 Wildlands team is using AI to assist manage wildfiresThe team hopes to deliver an application that's intuitive for those trained in surface fuels measurement and simple to make use of in...
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