If the statement of people transitioning from pipeline contributors to pipeline orchestrator is true, then how does it fundamentally change the recruitment process? I think more time can be spent in understanding the AI pipeline of the candidate. Interestingly, expertise and skillset are still the fundamental. It helps to distinguish the size of task that…

AI makes content faster and better; better logic, better story, long form, short form, and under substantially less time. It even knows what I’m trying to say before I can verbalize it clearly. Is there still value to still do things manually? Experience might be the value of being human. During the process, the how’s…

This image surprised me because I only have a vague visual idea when I described the statement, but it gave me an output with more depth of insight and clarity. It knew what I was trying to say before I said it clearly. The image would have took multiple people and hours to complete, but…

Completion of a project requires multiple SME, in the form of individual or group, to each handle a piece of it. But AI is the best SME, it made me rethink how I should recruit. I think the future of work is about how minimize cost and efficiently link the task-specific LMs. First competitive factor…

It’s difficult to know the value of the work that one does. It’s especially true when working as a part of a bigger project. With LLM, I found a way have a better visibility of the end goal: Act as an expert consultant in the field of_____. Base on your memory of my project _____,…

My first encounter with metadata was 2021, during the pandemic and the rise of CNN in SoC that performed much more efficient than machine learning. In short, the metadata in video surveillance focused on people and vehicle (often called ‘objects’): detecting and not detecting, the path, the appearance color, facial attribute, etc. All in all,…

Database structure doesn’t have to be the UX. When Jennifer called, during pilot, about the flat view list of network cameras too long to navigate. It’s a valid point. The problem was it only applied to ONE layer 2 folder, it’s an outlier so changing the default view effect all the other folders. There seem…

This discussion came up toward the end of a 6 hour dinner with my friend. Everyone’s skillset broadens with AI, how do I position myself in the market? Then I heard T shape analysis on Diary of A CEO, episode with Kevin Hart. Broad understanding of knowledge and a deep expertise So I did an…

If I press the button, it will be heroic. The world will not celebrate me, but I will celebrate myself mentally. I’ll give myself an hustle badge and it will greatly boost my ego. I will tank earlier too, not likely to have enough for the afternoon in this new schedule (URL). So rest is…