Vincent Toh

AI agents are becoming an increasingly practical option for businesses looking to move beyond AI that simply responds to a prompt. For teams considering when to use an AI agent, the bigger question is what kind of process they want it to handle and how much autonomy that process actually requires. GenAI vs. Agentic AI: […]

Generative AI in banking means using models that produce language, summaries, and answers rather than models that only score or classify. A credit model tells you a number. A generative model reads fifty pages of a prospectus and writes the two-paragraph summary an analyst would have written by hand. Vietnamese banks moved past the pilot […]

Amazon SageMaker is the AWS platform for building, training, and running machine learning models on managed infrastructure. You supply the data and the model code. AWS supplies the GPU clusters, the container orchestration, the scaling, and the endpoint your application calls. The name covers more ground than it used to, which is where most of […]