β-Lab Frontier Research

β-Lab is the independent AI research arm of Betagoing. We firmly believe that truly great AI implementation must be built upon a profound understanding of the essence of intelligence. Our laboratory focuses on foundational AI theories, the intersection of cognitive science, and the optimization of Large Language Model (LLM) architectures.

Core Research Directions

• Unified Cognitive Frameworks: Exploring cutting-edge theories such as Predictive Processing and Hierarchical Closure Models to construct a unified explanatory framework for logic, emotion, and machine intelligence.
• LLM Architecture Evolution: Investigating the limitations of mainstream architectures like Transformers, and exploring novel mechanisms such as Perspective Differencing and Information Bottlenecks to enhance AI reasoning and generalization capabilities.
• AI Ethics & Philosophy of Science: Examining the developmental trajectory and societal impact of AI technologies through the dimensions of mathematical foundations and scientific revolutions.

Academic Achievements & Open Science

We are committed to open science. The core research outcomes of our laboratory will be made available to the global academic community through preprint platforms and top-tier journals. We believe that the collision of ideas is the strongest catalyst for technological advancement.