How LLM Agents for Bargaining with Utility-Based Feedback Are Evolving
Recent advances in artificial intelligence are pushing the boundaries of how machines understand and participate in complex human interactions, with negotiation standing out as a particularly challenging domain. While large language models (LLMs) have…
Read MoreNear-Optimal Clustering in Mixture of Markov Chains
Introduction to Markov Chain Mixtures and Their Importance In an era of abundant sequential data, from user browsing histories to human mobility patterns, the ability to cluster trajectories based on their underlying generative processes has become…
Read More
Hidden in Plain Sight: VLMs Overlook Their Visual Representations
The artificial intelligence landscape is being reshaped by Vision-Language Models (VLMs). These powerful systems, capable of understanding both images and text, are powering everything from advanced customer service chatbots to revolutionary…
Read MoreDemystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs
The explosive adoption of Large Language Models (LLMs) has hit a formidable roadblock: the staggering cost of serving them. As models grow in size and application requests become more diverse, traditional serving infrastructures that rely on homogeneous…
Read MoreWeak-Eval-Strong: Evaluating Lateral Thinking with Situation Puzzles
We’ve all been there. Someone poses a bizarre riddle: “A man is found dead in a room with a puddle of water and broken glass on the floor. What happened?” The room buzzes with questions. “Was it an accident?” “Was there a…
Read More
live neural rendering with reactive diffusion synthesis
Imagine a digital world that doesn’t just display pre-built graphics, but actively grows and reacts to its environment in real-time. A landscape that shifts its aesthetic from watercolor to cyberpunk based on your heartbeat, or a virtual character…
Read MoreThe Power of Spatial Mental Modeling from Limited Views
Look around the room you’re in. You likely have an immediate, intuitive understanding of its layout—the position of the door behind you, the window to your left, the general shape and size of the space. But what if you could only see a tiny sliver of it?…
Read MoreBusiness Intelligence Exercises
Business Intelligence Exercises (BI) is no longer a luxury; it’s a core competency. While understanding theory is crucial, true mastery comes from hands-on practice. Just as a musician practices scales or a athlete drills fundamentals, a data…
Read MoreTractor Supply Sales Associate Job Description
In communities across rural America and beyond, Tractor Supply Company stands as more than just a store; it’s a hub for farmers, ranchers, pet owners, and outdoor enthusiasts. The vibrant red buildings are synonymous with quality goods and reliable…
Read More
show and segment: Universal Medical Image Segmentation via In-Context Learning
The field of medical imaging is on the cusp of a revolutionary shift. For decades, the development of artificial intelligence (AI) models for analyzing MRIs, CT scans, and X-rays has followed a frustratingly narrow path. Each new clinical task—segmenting…
Read More