Understanding

Constructing an understanding of how drivers interact with emerging vehicle technologies

As the worldwide conversation around assisted and automatic vehicles (AVs) evolves, the...

Understanding AI Detectors: How They Work and The best way to Outperform Them

As artificial intelligence has change into an important tool for content creation, AI content detectors have also change into an integral technology to adopt. Reports suggest that the AI content detector market size, at...

Despite its impressive output, generative AI doesn’t have a coherent understanding of the world

Large language models can do impressive things, like write poetry or generate...

AI within the Clinical Setting: Understanding Nurses’ Skepticism and Finding the Way Forward

In consequence of widespread burnout and labor shortages, the ever-changing healthcare space is at all times looking for the ‘next big thing’ to support workforce enablement, and AI is currently the leading contender. AI...

Fixing Faulty Gradient Accumulation: Understanding the Issue and Its Resolution

Years of suboptimal model training?When fine-tuning large language models (LLMs) locally, using large batch sizes is commonly impractical as a consequence of their substantial GPU memory consumption. To beat this limitation, a method called...

SHOW-O: A Single Transformer Uniting Multimodal Understanding and Generation

Significant advancements in large language models (LLMs) have inspired the event of multimodal large language models (MLLMs). Early MLLM efforts, equivalent to LLaVA, MiniGPT-4, and InstructBLIP, show notable multimodal understanding capabilities. To integrate LLMs...

How MIT’s Clio Enhances Scene Understanding for Robotics

Robotic perception has long been challenged by the complexity of real-world environments, often requiring fixed settings and predefined objects. MIT engineers have developed Clio, a groundbreaking system that permits robots to intuitively understand and...

Understanding Diffusion Models: A Deep Dive into Generative AI

Diffusion models have emerged as a strong approach in generative AI, producing state-of-the-art leads to image, audio, and video generation. On this in-depth technical article, we'll explore how diffusion models work, their key innovations,...

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