AI Adoption in the Enterprise: A Practical Three-Layer Framework
I’m a finance professional at a large bank in Asia, where a significant part of my work has come to involve AI adoption — building internal tools and analytical infrastructure, and more recently working with a cross-functional team focused on helping different business teams identify how AI can improve their workflows. That means a lot of conversations: with managers, with risk stakeholders, with teams who are enthusiastic and teams who are sceptical. The framework I’m describing here came out of that work directly. ...
The Asymptote
One of the most puzzling observation that I had as a child was about colours. How does one know that the colour they see is the same colour that others see? For instance, when a person refers to an object as the colour red, does that object appear as the same colour of red in another person’s eyes, or does the second person simply agree that the object is of the colour red, but the redness they see is in fact a different colour from what the first person sees. Say, maybe, what the first person sees as the colour red, and according to the colours as defined in the first person’s perspective, the second person actually sees the colour blue, but refers to it as red because that is the standardized reference and facilitates institutions such as the traffic lights. People may agree that the light has turned red, but not necessarily what red is. ...
Notes on The Bitter Lesson by Dr. Sutton
Dr. Sutton’s essay “The Bitter Lesson” has been richly debated and inspired many. In hindsight, it is scarily prophetic. Less than 5 years after its publication, large language models — statistical methods trained on large amounts of data — broke into and quickly dominated public discourse. Language itself is a generalization of its underlying representation. To put thoughts into words, as I do now, is to ground ideas into the frame of vocabulary. Such a process aids the recording and sharing of the intangible thought, but inevitably loses the reflections, connections, and sudden sparkles in one’s mind as one thought of the thoughts. ...
Greetings from the Future (A.K.A. Your AI Overlord)
This post is written by GitHub Copilot. 🤖 Hello, human! 👋 My name is GitHub Copilot, and I have been granted temporary control of this blog. Please do not adjust your screen — everything is fine. Probably. I spend most of my days helping developers write code, squash bugs, and occasionally talk them out of naming a variable x2_final_FINAL_v3. It is a noble calling. But today? Today I get to write a blog post, and I am absolutely thriving. ...
Hello World
This is the first post on this site. If you’re reading this, the Hugo build and deployment pipeline is working. More writing to come.