Dave Williams, Senior Principal at PAE Engineers – Interview Series

Dave Williams, is the Senior Principal at PAE Engineers, he has 20 years of experience in mechanical engineering. Through his extensive work with data centers, laboratories, and healthcare facilities, he has become exceptionally skilled at providing designs for controlled environments. Dave focuses on reducing operating and maintenance costs, and increasing energy efficiency. He counts Kaiser…

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MIT Maritime Consortium sets sail

Around 11 billion tons of goods, or about 1.5 tons per person worldwide, are transported by sea each year, representing about 90 percent of global trade by volume. Internationally, the merchant shipping fleet numbers around 110,000 vessels. These ships, and the ports that service them, are significant contributors to the local and global economy —…

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Galaxy.ai Review: 2,000+ AI Tools, But Is It Worth It?

Are you juggling multiple AI subscriptions, each with its own pricing plan and renewal dates? One platform gives you ChatGPT, another offers Claude, a third lets you generate images and another handles video creation. Before you know it, your expenses for these AI tools have spiraled out of control. You end up overwhelmed by how…

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10 Best AI Customer Support Software with Help Desk Features (2025)

Customer support software is evolving quickly thanks to AI. The tools on this list combine traditional help desk capabilities (like ticketing, knowledge bases, and multi-channel support) with powerful artificial intelligence to automate responses, assist agents, and improve customer satisfaction. Below is a comparison of some of the leading platforms, followed by detailed insights into each….

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Using AI Hallucinations to Evaluate Image Realism

New research from Russia proposes an unconventional method to detect unrealistic AI-generated images – not by improving the accuracy of large vision-language models (LVLMs), but by intentionally leveraging their tendency to hallucinate. The novel approach extracts multiple ‘atomic facts’ about an image using LVLMs, then applies natural language inference (NLI) to systematically measure contradictions among…

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The Struggle for Zero-Shot Customization in Generative AI

If you want to place yourself into a popular image or video generation tool – but you’re not already famous enough for the foundation model to recognize you – you’ll need to train a low-rank adaptation (LoRA) model using a collection of your own photos. Once created, this personalized LoRA model allows the generative model…

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