Researchers from the National University of Singapore Introduce ‘Thinkless,’ an Adaptive Framework that Reduces Unnecessary Reasoning by up to 90% Using DeGRPO
Source: MarkTechPost The effectiveness of language models relies on their ability to simulate human-like step-by-step deduction. However, these...
Microsoft AI Introduces Magentic-UI: An Open-Source Agent Prototype that Works with People to Complete Complex Tasks that Require Multi-Step Planning and Browser Use
Source: MarkTechPost Modern web usage spans many digital interactions, from filling out forms and managing accounts to executing...
Anthropic Releases Claude Opus 4 and Claude Sonnet 4: A Technical Leap in Reasoning, Coding, and AI Agent Design
Source: MarkTechPost Anthropic has announced the release of its next-generation language models: Claude Opus 4 and Claude Sonnet...
This AI Paper Introduces MathCoder-VL and FigCodifier: Advancing Multimodal Mathematical Reasoning with Vision-to-Code Alignment
Source: MarkTechPost Multimodal mathematical reasoning enables machines to solve problems involving textual information and visual components like diagrams...
Google DeepMind Releases Gemma 3n: A Compact, High-Efficiency Multimodal AI Model for Real-Time On-Device Use
Source: MarkTechPost Researchers are reimagining how models operate as demand skyrockets for faster, smarter, and more private AI...
RXTX: A Machine Learning-Guided Algorithm for Efficient Structured Matrix Multiplication
Source: MarkTechPost Discovering faster algorithms for matrix multiplication remains a key pursuit in computer science and numerical linear...
This AI Paper Introduces PARSCALE (Parallel Scaling): A Parallel Computation Method for Efficient and Scalable Language Model Deployment
Source: MarkTechPost Over time, the pursuit of better performance of language models has pushed researchers to scale them...
Meta Researchers Introduced J1: A Reinforcement Learning Framework That Trains Language Models to Judge With Reasoned Consistency and Minimal Data
Source: MarkTechPost Large language models are now being used for evaluation and judgment tasks, extending beyond their traditional...
Sampling Without Data is Now Scalable: Meta AI Releases Adjoint Sampling for Reward-Driven Generative Modeling
Source: MarkTechPost Data Scarcity in Generative Modeling Generative models traditionally rely on large, high-quality datasets to produce samples...
Google AI Releases MedGemma: An Open Suite of Models Trained for Performance on Medical Text and Image Comprehension
Source: MarkTechPost At Google I/O 2025, Google introduced MedGemma, an open suite of models designed for multimodal medical...