Researchers from Sea AI Lab, UCAS, NUS, and SJTU Introduce FlowReasoner: a Query-Level Meta-Agent for Personalized System Generation
Source: MarkTechPost LLM-based multi-agent systems characterized by planning, reasoning, tool use, and memory capabilities form the foundation of...
ByteDance Introduces QuaDMix: A Unified AI Framework for Data Quality and Diversity in LLM Pretraining
Source: MarkTechPost The pretraining efficiency and generalization of large language models (LLMs) are significantly influenced by the quality...
Optimizing Reasoning Performance: A Comprehensive Analysis of Inference-Time Scaling Methods in Language Models
Source: MarkTechPost Language models have shown great capabilities across various tasks. However, complex reasoning remains challenging as it...
Google AI Unveils 601 Real-World Generative AI Use Cases Across Industries
Source: MarkTechPost Google Cloud has just released an extraordinary compendium of 601 real-world generative AI (GenAI) use cases...
This AI Paper from China Proposes a Novel Training-Free Approach DEER that Allows Large Reasoning Language Models to Achieve Dynamic Early Exit in Reasoning
Source: MarkTechPost Recent progress in large reasoning language models (LRLMs), such as DeepSeek-R1 and GPT-O1, has greatly improved...
Meta AI Introduces Token-Shuffle: A Simple AI Approach to Reducing Image Tokens in Transformers
Source: MarkTechPost Autoregressive (AR) models have made significant advances in language generation and are increasingly explored for image...
AgentA/B: A Scalable AI System Using LLM Agents that Simulate Real User Behavior to Transform Traditional A/B Testing on Live Web Platforms
Source: MarkTechPost Designing and evaluating web interfaces is one of the most critical tasks in today’s digital-first world....
Google DeepMind Research Introduces QuestBench: Evaluating LLMs’ Ability to Identify Missing Information in Reasoning Tasks
Source: MarkTechPost Large language models (LLMs) have gained significant traction in reasoning tasks, including mathematics, logic, planning, and...
Skywork AI Advances Multimodal Reasoning: Introducing Skywork R1V2 with Hybrid Reinforcement Learning
Source: MarkTechPost Recent advancements in multimodal AI have highlighted a persistent challenge: achieving strong specialized reasoning capabilities while...
From GenAI Demos to Production: Why Structured Workflows Are Essential
Source: MarkTechPost At technology conferences worldwide and on social media, generative AI applications demonstrate impressive capabilities: composing marketing...