The Crucial Challenge of OpenAI’s o1 Model And All of Us Over the past day, countless people have excitedly participated in testing OpenAI’s o1. The release of the new model has undoubtedly become an internet sensation. The leaks and hints surrounding “Strawberry” in the early stages, the increasingly competitive market environment, and the public’s focus […]
Balancing AI Reasoning Power and Efficiency Read More »
Thoughts and Reflections
Seeing Adam Majmudar meticulously build his TinyGPU reminds me of my own experience with manual PCR in the lab. Back when I was working on molecular biology research, our lab faced a severe shortage of PCR machines—two had broken down, and two others were stuck in customs. In those desperate days, with no machine available,
Curiosity and Hands-On Exploration: Fueling Innovation Through Deep Understanding Read More »
Thoughts and Reflections
As generative AI took the spotlight last year, 2024 is emerging as the year of large-scale adoption. While some fear job displacement, others are already using AI tools to enhance productivity. Today’s AI excels as an assistant, but it’s still far from replacing human innovation, complex reasoning, and interdisciplinary integration. According to a recent McKinsey
Maximizing AI Potential: From Adoption to Organizational Transformation Read More »
Thoughts and Reflections
I’m thrilled about the potential of Meta’s SAM 2 model in revolutionizing medical and biological research. This advanced segmentation model could significantly enhance: • Medical Imaging: Automating the segmentation of organs and anomalies in CT and MRI scans, leading to quicker, more accurate diagnoses.• Cell and Tissue Analysis: Precise segmentation of cells and tissues in
Revolutionizing Healthcare and Research with Meta’s SAM 2 Model Read More »
Posts, Thoughts and Reflections
In the past few weeks, both OpenAI and Google have introduced smaller-scale large-language models. OpenAI’s ChatGPT-4o Mini boasts approximately 8B parameters, while Google’s Gemma 2 2B is even more compact at just 2B parameters—small enough to run on the free tier of T4 GPUs in Google Colab. It’s exciting to see the advancement towards more
Advances in Lightweight LLMs and On-Device AI for Enhanced Privacy Read More »
Posts, Thoughts and Reflections