Achieving expert-level performance in complex reasoning tasks is a significant challenge in artificial intelligence (AI). Models like OpenAI’s o1 demonstrate…
Machine Learning
Protein docking, the process of predicting the structure of protein-protein complexes, remains a complex challenge in computational biology. While advances…
Appropriateness refers to the context-specific standards that guide behavior, speech, and actions in various social settings. Humans naturally navigate these…
Software engineering agents have become essential for managing complex coding tasks, particularly in large repositories. These agents employ advanced language…
Artificial intelligence (AI) has made significant strides in developing language models capable of solving complex problems. However, applying these models…
Power distribution systems are often conceptualized as optimization models. While optimizing agents to perform tasks works well for systems with…
Designing GUI agents that perform human-like tasks on graphical user interfaces faces a critical obstacle: collecting high-quality trajectory data for…
Large Language Models (LLMs) have revolutionized text generation capabilities, but they face the critical challenge of hallucination, generating factually incorrect…
Large language models (LLMs) have brought significant progress to AI applications, including code generation. However, evaluating their true capabilities is…
Proteins, the essential molecular machinery of life, play a central role in numerous biological processes. Decoding their intricate sequence, structure,…
Evaluating the real-world applicability of large language models (LLMs) is essential to guide their integration into practical use cases. One…
The development of large language models (LLMs) has significantly advanced artificial intelligence (AI) across various fields. Among these advancements, mobile…
Diffusion Policies in Imitation Learning (IL) can generate diverse agent behaviors, but as models grow in size and capability, their…
The self-attention mechanism is a building block of transformer architectures that faces huge challenges both in the theoretical foundations and…
In today’s fast-paced world, staying organized is crucial for productivity, especially for professionals handling complex tasks like financial management. AI-powered…
Inspired by the brain, neural networks are essential for recognizing images and processing language. These networks rely on activation functions,…
TL;DR: The brain may have evolved a modular architecture for daily tasks, with circuits featuring functionally specialized modules that match the…
We have established notable milestones in AI understanding over the past decade, especially with rapid research booming in deep learning.…
LLMs have demonstrated impressive capabilities in answering medical questions accurately, even outperforming average human scores in some medical examinations. However,…
Artificial Intelligence (AI) is now an integral ingredient in automating tasks in various industries, gaining immense efficiency and better decision-making…