Theory of Mind in Multi-Agent LLM Collaboration - An Important Aspect on Collective Intelligence

An exploration of how theory of mind mechanisms enable sophisticated collaboration between LLM-driven agents, examining cognitive architectures, recursive belief modeling, and the emergence of collective problem-solving capabilities. Read more →

How shall tech companies navigate the coronavirus pandemic

The coronavirus imposes short-term earning crisis, but creates long-term investment opportunities as governments, corporations and individuals adapt to be more robust against similar situations. Read more →

What is A Generative Model and How to Learn It

Learn the difference between discriminative and generative models, and understand how generative models work through practical examples and mathematical foundations. Read more →

Book Review | Zero to One: Notes on Startups, or How to Build the Future

Peter Thiel's insights on successful startups: seven key factors including tech breakthrough, timing, monopoly in small markets, right team, distribution, durability, and uniqueness. Read more →

Install horovod for PyTorch to work with slurm on ABCI

Step-by-step guide to setting up Horovod with PyTorch for multi-node, multi-GPU training on ABCI's SLURM system, including solutions for common compatibility issues. Read more →

Thoughts of PhD research

Reflections from a 3-year PhD journey in NLP and machine learning, with advice for new students on finding research goals and navigating the competitive field. Read more →