ByteDance has released DeerFlow, an open-source multi-agent framework designed to enhance complex research workflows by integrating the capabilities of large language models (LLMs) with domain-specific tools. Built on top of…
Language processing in enterprise environments faces critical challenges as business workflows increasingly depend on synthesising information from diverse sources, including internal documentation, code repositories, research…
As autonomous systems increasingly rely on large language models (LLMs) for reasoning, planning, and action execution, a critical bottleneck has emerged, not in capability but in communication. While LLM agents can parse…
LLMs have shown advancements in reasoning capabilities through Reinforcement Learning with Verifiable Rewards (RLVR), which relies on outcome-based feedback rather than imitating intermediate reasoning steps. Current RLVR works face…
Computer science research has evolved into a multidisciplinary effort involving logic, engineering, and data-driven experimentation. With computing systems now deeply embedded in everyday life, research increasingly focuses on…
AI models today are expected to handle complex tasks such as solving mathematical problems, interpreting logical statements, and assisting with enterprise decision-making. Building such models demands the integration of mathematical…
While DeepSeek-R1 has significantly advanced AI’s capabilities in informal reasoning, formal mathematical reasoning has remained a challenging task for AI. This is primarily because producing verifiable mathematical proof requires both deep…
Embedded analytics refers to integrating interactive dashboards, reports, and AI-driven data insights directly into applications or workflows. This approach lets users access analytics in context without switching to a separate BI tool. It’s a…
Yubei Chen is co-founder of Aizip inc., a company that builds the world’s smallest and most efficient AI models. He is also an assistant professor in the ECE Department at University of California, Davis. Chen’s research is at the intersection of…
As artificial intelligence continues its rapid advance across industries, financial services firms find themselves at a crossroads. Eager to harness AI’s potential, yet wary of growing regulatory scrutiny, many institutions are discovering that…